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// Copyright (C) 2005, 2006 Douglas Gregor.
// Use, modification and distribution is subject to the Boost Software
// License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at
// http://www.boost.org/LICENSE_1_0.txt)
// A test of the all_reduce() collective.
#include <boost/mpi/collectives/all_reduce.hpp>
#include <boost/mpi/communicator.hpp>
#include <boost/mpi/environment.hpp>
#include <vector>
#include <algorithm>
#include <boost/serialization/string.hpp>
#include <boost/iterator/counting_iterator.hpp>
#include <boost/lexical_cast.hpp>
#include <numeric>
#define BOOST_TEST_MODULE mpi_all_reduce
#include <boost/test/included/unit_test.hpp>
using boost::mpi::communicator;
// A simple point class that we can build, add, compare, and
// serialize.
struct point
{
point() : x(0), y(0), z(0) { }
point(int x, int y, int z) : x(x), y(y), z(z) { }
int x;
int y;
int z;
private:
template<typename Archiver>
void serialize(Archiver& ar, unsigned int /*version*/)
{
ar & x & y & z;
}
friend class boost::serialization::access;
};
std::ostream& operator<<(std::ostream& out, const point& p)
{
return out << p.x << ' ' << p.y << ' ' << p.z;
}
bool operator==(const point& p1, const point& p2)
{
return p1.x == p2.x && p1.y == p2.y && p1.z == p2.z;
}
bool operator!=(const point& p1, const point& p2)
{
return !(p1 == p2);
}
point operator+(const point& p1, const point& p2)
{
return point(p1.x + p2.x, p1.y + p2.y, p1.z + p2.z);
}
// test lexical order
bool operator<(const point& p1, const point& p2)
{
return (p1.x < p2.x
? true
: (p1.x > p2.x
? false
: p1.y < p2.y ));
}
namespace boost { namespace mpi {
template <>
struct is_mpi_datatype<point> : public mpl::true_ { };
} } // end namespace boost::mpi
template<typename Generator, typename Op>
void
all_reduce_one_test(const communicator& comm, Generator generator,
const char* type_kind, Op op, const char* op_kind,
typename Generator::result_type init, bool in_place)
{
typedef typename Generator::result_type value_type;
value_type value = generator(comm.rank());
using boost::mpi::all_reduce;
using boost::mpi::inplace;
if (comm.rank() == 0) {
std::cout << "Reducing to " << op_kind << " of " << type_kind << "...";
std::cout.flush();
}
value_type result_value;
if (in_place) {
all_reduce(comm, inplace(value), op);
result_value = value;
} else {
result_value = all_reduce(comm, value, op);
}
// Compute expected result
std::vector<value_type> generated_values;
for (int p = 0; p < comm.size(); ++p)
generated_values.push_back(generator(p));
value_type expected_result = std::accumulate(generated_values.begin(),
generated_values.end(),
init, op);
BOOST_CHECK(result_value == expected_result);
if (result_value == expected_result && comm.rank() == 0)
std::cout << "OK." << std::endl;
(comm.barrier)();
}
template<typename Generator, typename Op>
void
all_reduce_array_test(const communicator& comm, Generator generator,
const char* type_kind, Op op, const char* op_kind,
typename Generator::result_type init, bool in_place)
{
typedef typename Generator::result_type value_type;
value_type value = generator(comm.rank());
std::vector<value_type> send(10, value);
using boost::mpi::all_reduce;
using boost::mpi::inplace;
if (comm.rank() == 0) {
char const* place = in_place ? "in place" : "out of place";
std::cout << "Reducing (" << place << ") array to " << op_kind << " of " << type_kind << "...";
std::cout.flush();
}
std::vector<value_type> result;
if (in_place) {
all_reduce(comm, inplace(&(send[0])), send.size(), op);
result.swap(send);
} else {
std::vector<value_type> recv(10, value_type());
all_reduce(comm, &(send[0]), send.size(), &(recv[0]), op);
result.swap(recv);
}
// Compute expected result
std::vector<value_type> generated_values;
for (int p = 0; p < comm.size(); ++p)
generated_values.push_back(generator(p));
value_type expected_result = std::accumulate(generated_values.begin(),
generated_values.end(),
init, op);
bool got_expected_result = (std::equal_range(result.begin(), result.end(),
expected_result)
== std::make_pair(result.begin(), result.end()));
BOOST_CHECK(got_expected_result);
if (got_expected_result && comm.rank() == 0)
std::cout << "OK." << std::endl;
(comm.barrier)();
}
// Test the 4 families of all reduce: (value, array) X (in place, out of place)
template<typename Generator, typename Op>
void
all_reduce_test(const communicator& comm, Generator generator,
const char* type_kind, Op op, const char* op_kind,
typename Generator::result_type init)
{
const bool in_place = true;
const bool out_of_place = false;
all_reduce_one_test(comm, generator, type_kind, op, op_kind, init, in_place);
all_reduce_one_test(comm, generator, type_kind, op, op_kind, init, out_of_place);
all_reduce_array_test(comm, generator, type_kind, op, op_kind,
init, in_place);
all_reduce_array_test(comm, generator, type_kind, op, op_kind,
init, out_of_place);
}
// Generates integers to test with all_reduce()
struct int_generator
{
typedef int result_type;
int_generator(int base = 1) : base(base) { }
int operator()(int p) const { return base + p; }
private:
int base;
};
// Generate points to test with all_reduce()
struct point_generator
{
typedef point result_type;
point_generator(point origin) : origin(origin) { }
point operator()(int p) const
{
return point(origin.x + 1, origin.y + 1, origin.z + 1);
}
private:
point origin;
};
struct string_generator
{
typedef std::string result_type;
std::string operator()(int p) const
{
std::string result = boost::lexical_cast<std::string>(p);
result += " rosebud";
if (p != 1) result += 's';
return result;
}
};
struct secret_int_bit_and
{
int operator()(int x, int y) const { return x & y; }
};
struct wrapped_int
{
wrapped_int() : value(0) { }
explicit wrapped_int(int value) : value(value) { }
template<typename Archive>
void serialize(Archive& ar, unsigned int /* version */)
{
ar & value;
}
int value;
};
wrapped_int operator+(const wrapped_int& x, const wrapped_int& y)
{
return wrapped_int(x.value + y.value);
}
bool operator==(const wrapped_int& x, const wrapped_int& y)
{
return x.value == y.value;
}
bool operator<(const wrapped_int& x, const wrapped_int& y)
{
return x.value < y.value;
}
// Generates wrapped_its to test with all_reduce()
struct wrapped_int_generator
{
typedef wrapped_int result_type;
wrapped_int_generator(int base = 1) : base(base) { }
wrapped_int operator()(int p) const { return wrapped_int(base + p); }
private:
int base;
};
namespace boost { namespace mpi {
// Make std::plus<wrapped_int> commutative.
template<>
struct is_commutative<std::plus<wrapped_int>, wrapped_int>
: mpl::true_ { };
} } // end namespace boost::mpi
BOOST_AUTO_TEST_CASE(test_all_reduce)
{
using namespace boost::mpi;
environment env;
communicator comm;
// Built-in MPI datatypes with built-in MPI operations
all_reduce_test(comm, int_generator(), "integers", std::plus<int>(), "sum", 0);
all_reduce_test(comm, int_generator(), "integers", std::multiplies<int>(), "product", 1);
all_reduce_test(comm, int_generator(), "integers", maximum<int>(), "maximum", 0);
all_reduce_test(comm, int_generator(), "integers", minimum<int>(), "minimum", 2);
// User-defined MPI datatypes with operations that have the
// same name as built-in operations.
all_reduce_test(comm, point_generator(point(0,0,0)), "points", std::plus<point>(),
"sum", point());
// Built-in MPI datatypes with user-defined operations
all_reduce_test(comm, int_generator(17), "integers", secret_int_bit_and(),
"bitwise and", -1);
// Arbitrary types with user-defined, commutative operations.
all_reduce_test(comm, wrapped_int_generator(17), "wrapped integers",
std::plus<wrapped_int>(), "sum", wrapped_int(0));
// Arbitrary types with (non-commutative) user-defined operations
all_reduce_test(comm, string_generator(), "strings",
std::plus<std::string>(), "concatenation", std::string());
}
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