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//@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
#include <cstdio>
#include <cstring>
#include <cstdlib>
#include <benchmark/benchmark.h>
#include "Benchmark_Context.hpp"
#include <Kokkos_Core.hpp>
#include <Kokkos_Timer.hpp>
using exec_space = Kokkos::DefaultExecutionSpace;
template <class T, class DEVICE_TYPE>
struct ZeroFunctor {
using execution_space = DEVICE_TYPE;
using type = typename Kokkos::View<T, execution_space>;
using h_type = typename Kokkos::View<T, execution_space>::HostMirror;
type data;
KOKKOS_INLINE_FUNCTION
void operator()(int) const { data() = 0; }
};
//---------------------------------------------------
//--------------atomic_fetch_add---------------------
//---------------------------------------------------
template <class T, class DEVICE_TYPE>
struct AddFunctor {
using execution_space = DEVICE_TYPE;
using type = Kokkos::View<T, execution_space>;
type data;
KOKKOS_INLINE_FUNCTION
void operator()(int) const { Kokkos::atomic_fetch_add(&data(), (T)1); }
};
template <class T>
T AddLoop(int loop) {
struct ZeroFunctor<T, exec_space> f_zero;
typename ZeroFunctor<T, exec_space>::type data("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data("HData");
f_zero.data = data;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
struct AddFunctor<T, exec_space> f_add;
f_add.data = data;
Kokkos::parallel_for(loop, f_add);
exec_space().fence();
Kokkos::deep_copy(h_data, data);
T val = h_data();
return val;
}
template <class T, class DEVICE_TYPE>
struct AddNonAtomicFunctor {
using execution_space = DEVICE_TYPE;
using type = Kokkos::View<T, execution_space>;
type data;
KOKKOS_INLINE_FUNCTION
void operator()(int) const { data() += (T)1; }
};
template <class T>
T AddLoopNonAtomic(int loop) {
struct ZeroFunctor<T, exec_space> f_zero;
typename ZeroFunctor<T, exec_space>::type data("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data("HData");
f_zero.data = data;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
struct AddNonAtomicFunctor<T, exec_space> f_add;
f_add.data = data;
Kokkos::parallel_for(loop, f_add);
exec_space().fence();
Kokkos::deep_copy(h_data, data);
T val = h_data();
return val;
}
template <class T>
T AddLoopSerial(int loop) {
T* data = new T[1];
data[0] = 0;
for (int i = 0; i < loop; i++) *data += (T)1;
T val = *data;
delete[] data;
return val;
}
template <class T, class DEVICE_TYPE>
struct CASFunctor {
using execution_space = DEVICE_TYPE;
using type = Kokkos::View<T, execution_space>;
type data;
KOKKOS_INLINE_FUNCTION
void operator()(int) const {
T old = data();
T newval, assumed;
do {
assumed = old;
newval = assumed + (T)1;
old = Kokkos::atomic_compare_exchange(&data(), assumed, newval);
} while (old != assumed);
}
};
template <class T>
T CASLoop(int loop) {
struct ZeroFunctor<T, exec_space> f_zero;
typename ZeroFunctor<T, exec_space>::type data("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data("HData");
f_zero.data = data;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
struct CASFunctor<T, exec_space> f_cas;
f_cas.data = data;
Kokkos::parallel_for(loop, f_cas);
exec_space().fence();
Kokkos::deep_copy(h_data, data);
T val = h_data();
return val;
}
template <class T, class DEVICE_TYPE>
struct CASNonAtomicFunctor {
using execution_space = DEVICE_TYPE;
using type = Kokkos::View<T, execution_space>;
type data;
KOKKOS_INLINE_FUNCTION
void operator()(int) const {
volatile T assumed;
volatile T newval;
bool fail = 1;
do {
assumed = data();
newval = assumed + (T)1;
if (data() == assumed) {
data() = newval;
fail = 0;
}
} while (fail);
}
};
template <class T>
T CASLoopNonAtomic(int loop) {
struct ZeroFunctor<T, exec_space> f_zero;
typename ZeroFunctor<T, exec_space>::type data("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data("HData");
f_zero.data = data;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
struct CASNonAtomicFunctor<T, exec_space> f_cas;
f_cas.data = data;
Kokkos::parallel_for(loop, f_cas);
exec_space().fence();
Kokkos::deep_copy(h_data, data);
T val = h_data();
return val;
}
template <class T>
T CASLoopSerial(int loop) {
T* data = new T[1];
data[0] = 0;
for (int i = 0; i < loop; i++) {
T assumed;
T newval;
T old;
do {
assumed = *data;
newval = assumed + (T)1;
old = *data;
*data = newval;
} while (!(assumed == old));
}
T val = *data;
delete[] data;
return val;
}
template <class T, class DEVICE_TYPE>
struct ExchFunctor {
using execution_space = DEVICE_TYPE;
using type = Kokkos::View<T, execution_space>;
type data, data2;
KOKKOS_INLINE_FUNCTION
void operator()(int i) const {
T old = Kokkos::atomic_exchange(&data(), (T)i);
Kokkos::atomic_fetch_add(&data2(), old);
}
};
template <class T>
T ExchLoop(int loop) {
struct ZeroFunctor<T, exec_space> f_zero;
typename ZeroFunctor<T, exec_space>::type data("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data("HData");
f_zero.data = data;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
typename ZeroFunctor<T, exec_space>::type data2("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data2("HData");
f_zero.data = data2;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
struct ExchFunctor<T, exec_space> f_exch;
f_exch.data = data;
f_exch.data2 = data2;
Kokkos::parallel_for(loop, f_exch);
exec_space().fence();
Kokkos::deep_copy(h_data, data);
Kokkos::deep_copy(h_data2, data2);
T val = h_data() + h_data2();
return val;
}
template <class T, class DEVICE_TYPE>
struct ExchNonAtomicFunctor {
using execution_space = DEVICE_TYPE;
using type = Kokkos::View<T, execution_space>;
type data, data2;
KOKKOS_INLINE_FUNCTION
void operator()(int i) const {
T old = data();
data() = (T)i;
data2() += old;
}
};
template <class T>
T ExchLoopNonAtomic(int loop) {
struct ZeroFunctor<T, exec_space> f_zero;
typename ZeroFunctor<T, exec_space>::type data("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data("HData");
f_zero.data = data;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
typename ZeroFunctor<T, exec_space>::type data2("Data");
typename ZeroFunctor<T, exec_space>::h_type h_data2("HData");
f_zero.data = data2;
Kokkos::parallel_for(1, f_zero);
exec_space().fence();
struct ExchNonAtomicFunctor<T, exec_space> f_exch;
f_exch.data = data;
f_exch.data2 = data2;
Kokkos::parallel_for(loop, f_exch);
exec_space().fence();
Kokkos::deep_copy(h_data, data);
Kokkos::deep_copy(h_data2, data2);
T val = h_data() + h_data2();
return val;
}
template <class T>
T ExchLoopSerial(int loop) {
T* data = new T[1];
T* data2 = new T[1];
data[0] = 0;
data2[0] = 0;
for (int i = 0; i < loop; i++) {
T old = *data;
*data = (T)i;
*data2 += old;
}
T val = *data2 + *data;
delete[] data;
delete[] data2;
return val;
}
template <class T>
T LoopVariant(int loop, int test) {
switch (test) {
case 1: return AddLoop<T>(loop);
case 2: return CASLoop<T>(loop);
case 3: return ExchLoop<T>(loop);
default: Kokkos::abort("unreachable");
}
return 0;
}
template <class T>
T LoopVariantSerial(int loop, int test) {
switch (test) {
case 1: return AddLoopSerial<T>(loop);
case 2: return CASLoopSerial<T>(loop);
case 3: return ExchLoopSerial<T>(loop);
default: Kokkos::abort("unreachable");
}
return 0;
}
template <class T>
T LoopVariantNonAtomic(int loop, int test) {
switch (test) {
case 1: return AddLoopNonAtomic<T>(loop);
case 2: return CASLoopNonAtomic<T>(loop);
case 3: return ExchLoopNonAtomic<T>(loop);
default: Kokkos::abort("unreachable");
}
return 0;
}
template <class T>
void Loop(benchmark::State& state, int test) {
int loop = state.range(0);
LoopVariant<T>(loop, test);
Kokkos::Timer timer;
T res = LoopVariant<T>(loop, test);
double time = timer.seconds();
timer.reset();
T resNonAtomic = LoopVariantNonAtomic<T>(loop, test);
double timeNonAtomic = timer.seconds();
timer.reset();
T resSerial = LoopVariantSerial<T>(loop, test);
double timeSerial = timer.seconds();
time *= 1e6 / loop;
timeNonAtomic *= 1e6 / loop;
timeSerial *= 1e6 / loop;
bool passed = (resSerial == res);
state.counters["Passed"] = benchmark::Counter(passed);
state.counters["Value serial"] = benchmark::Counter(resSerial);
state.counters["Value atomic"] = benchmark::Counter(res);
state.counters["Value non-atomic"] = benchmark::Counter(resNonAtomic);
state.counters["Time serial"] = benchmark::Counter(timeSerial);
state.counters["Time atomic"] = benchmark::Counter(time);
state.counters["Time non-atomic"] = benchmark::Counter(timeNonAtomic);
state.counters["Size of type"] = benchmark::Counter(sizeof(T));
}
template <class T>
static void Test_Atomic(benchmark::State& state) {
for (auto _ : state) {
Loop<T>(state, 1);
Loop<T>(state, 2);
Loop<T>(state, 3);
}
}
static constexpr int LOOP = 100'000;
BENCHMARK(Test_Atomic<int>)->Arg(30'000)->Iterations(10);
BENCHMARK(Test_Atomic<long int>)->Arg(LOOP)->Iterations(10);
BENCHMARK(Test_Atomic<long long int>)->Arg(LOOP)->Iterations(10);
BENCHMARK(Test_Atomic<unsigned int>)->Arg(LOOP)->Iterations(10);
BENCHMARK(Test_Atomic<unsigned long int>)->Arg(LOOP)->Iterations(10);
BENCHMARK(Test_Atomic<unsigned long long int>)->Arg(LOOP)->Iterations(10);
BENCHMARK(Test_Atomic<float>)->Arg(LOOP)->Iterations(10);
BENCHMARK(Test_Atomic<double>)->Arg(LOOP)->Iterations(10);
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