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lammps/lib/kokkos/core/perf_test/PerfTestDriver.hpp
2020-03-25 14:08:39 -06:00

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C++

/*
//@HEADER
// ************************************************************************
//
// Kokkos v. 3.0
// Copyright (2020) 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.
//
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are
// met:
//
// 1. Redistributions of source code must retain the above copyright
// notice, this list of conditions and the following disclaimer.
//
// 2. Redistributions in binary form must reproduce the above copyright
// notice, this list of conditions and the following disclaimer in the
// documentation and/or other materials provided with the distribution.
//
// 3. Neither the name of the Corporation nor the names of the
// contributors may be used to endorse or promote products derived from
// this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY NTESS "AS IS" AND ANY
// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NTESS OR THE
// CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
// PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
// LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
// NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
// SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
//
// Questions? Contact Christian R. Trott (crtrott@sandia.gov)
//
// ************************************************************************
//@HEADER
*/
#include <iostream>
#include <string>
// mfh 06 Jun 2013: This macro doesn't work like one might thing it
// should. It doesn't take the template parameter DeviceType and
// print its actual type name; it just literally prints out
// "DeviceType". I've worked around this below without using the
// macro, so I'm commenting out the macro to avoid compiler complaints
// about an unused macro.
// #define KOKKOS_IMPL_MACRO_TO_STRING( X ) #X
// #define KOKKOS_MACRO_TO_STRING( X ) KOKKOS_IMPL_MACRO_TO_STRING( X )
//------------------------------------------------------------------------
namespace Test {
enum { NUMBER_OF_TRIALS = 5 };
template <class DeviceType, class LayoutType>
void run_test_mdrange(int exp_beg, int exp_end, const char deviceTypeName[],
int range_offset = 0, int tile_offset = 0)
// exp_beg = 6 => 2^6 = 64 is starting range length
{
#define MDRANGE_PERFORMANCE_OUTPUT_VERBOSE 0
std::string label_mdrange;
label_mdrange.append("\"MDRange< double , ");
label_mdrange.append(deviceTypeName);
label_mdrange.append(" >\"");
std::string label_range_col2;
label_range_col2.append("\"RangeColTwo< double , ");
label_range_col2.append(deviceTypeName);
label_range_col2.append(" >\"");
std::string label_range_col_all;
label_range_col_all.append("\"RangeColAll< double , ");
label_range_col_all.append(deviceTypeName);
label_range_col_all.append(" >\"");
if (std::is_same<LayoutType, Kokkos::LayoutRight>::value) {
std::cout
<< "--------------------------------------------------------------\n"
<< "Performance tests for MDRange Layout Right"
<< "\n--------------------------------------------------------------"
<< std::endl;
} else {
std::cout
<< "--------------------------------------------------------------\n"
<< "Performance tests for MDRange Layout Left"
<< "\n--------------------------------------------------------------"
<< std::endl;
}
for (int i = exp_beg; i < exp_end; ++i) {
const int range_length = (1 << i) + range_offset;
std::cout
<< "\n--------------------------------------------------------------\n"
<< "--------------------------------------------------------------\n"
<< "MDRange Test: range bounds: " << range_length << " , "
<< range_length << " , " << range_length
<< "\n--------------------------------------------------------------\n"
<< "--------------------------------------------------------------\n";
// << std::endl;
int t0_min = 0, t1_min = 0, t2_min = 0;
double seconds_min = 0.0;
// Test 1: The MDRange in full
{
int t0 = 1, t1 = 1, t2 = 1;
int counter = 1;
#if !defined(KOKKOS_ENABLE_CUDA)
int min_bnd = 8;
int tfast = range_length;
#else
int min_bnd = 2;
int tfast = 32;
#endif
while (tfast >= min_bnd) {
int tmid = min_bnd;
while (tmid < tfast) {
t0 = min_bnd;
t1 = tmid;
t2 = tfast;
int t2_rev = min_bnd;
int t1_rev = tmid;
int t0_rev = tfast;
#if defined(KOKKOS_ENABLE_CUDA)
// Note: Product of tile sizes must be < 1024 for Cuda
if (t0 * t1 * t2 >= 1024) {
printf(" Exceeded Cuda tile limits; onto next range set\n\n");
break;
}
#endif
// Run 1 with tiles LayoutRight style
double seconds_1 = 0;
{
seconds_1 =
MultiDimRangePerf3D<DeviceType, double,
LayoutType>::test_multi_index(range_length,
range_length,
range_length,
t0, t1, t2);
}
#if MDRANGE_PERFORMANCE_OUTPUT_VERBOSE
std::cout << label_mdrange << " , " << t0 << " , " << t1 << " , "
<< t2 << " , " << seconds_1 << std::endl;
#endif
if (counter == 1) {
seconds_min = seconds_1;
t0_min = t0;
t1_min = t1;
t2_min = t2;
} else {
if (seconds_1 < seconds_min) {
seconds_min = seconds_1;
t0_min = t0;
t1_min = t1;
t2_min = t2;
}
}
// Run 2 with tiles LayoutLeft style - reverse order of tile dims
double seconds_1rev = 0;
{
seconds_1rev =
MultiDimRangePerf3D<DeviceType, double,
LayoutType>::test_multi_index(range_length,
range_length,
range_length,
t0_rev,
t1_rev,
t2_rev);
}
#if MDRANGE_PERFORMANCE_OUTPUT_VERBOSE
std::cout << label_mdrange << " , " << t0_rev << " , " << t1_rev
<< " , " << t2_rev << " , " << seconds_1rev << std::endl;
#endif
if (seconds_1rev < seconds_min) {
seconds_min = seconds_1rev;
t0_min = t0_rev;
t1_min = t1_rev;
t2_min = t2_rev;
}
++counter;
tmid <<= 1;
} // end inner while
tfast >>= 1;
} // end outer while
std::cout
<< "\n"
<< "--------------------------------------------------------------\n"
<< label_mdrange << "\n Min values "
<< "\n Range length per dim (3D): " << range_length
<< "\n TileDims: " << t0_min << " , " << t1_min << " , " << t2_min
<< "\n Min time: " << seconds_min
<< "\n---------------------------------------------------------------"
<< std::endl;
} // end scope
#if !defined(KOKKOS_ENABLE_CUDA)
double seconds_min_c = 0.0;
int t0c_min = 0, t1c_min = 0, t2c_min = 0;
int counter = 1;
{
int min_bnd = 8;
// Test 1_c: MDRange with 0 for 'inner' tile dim; this case will utilize
// the full span in that direction, should be similar to Collapse<2>
if (std::is_same<LayoutType, Kokkos::LayoutRight>::value) {
for (unsigned int T0 = min_bnd;
T0 < static_cast<unsigned int>(range_length); T0 <<= 1) {
for (unsigned int T1 = min_bnd;
T1 < static_cast<unsigned int>(range_length); T1 <<= 1) {
double seconds_c = 0;
{
seconds_c = MultiDimRangePerf3D<DeviceType, double, LayoutType>::
test_multi_index(range_length, range_length, range_length, T0,
T1, 0);
}
#if MDRANGE_PERFORMANCE_OUTPUT_VERBOSE
std::cout << " MDRange LR with '0' tile - collapse-like \n"
<< label_mdrange << " , " << T0 << " , " << T1 << " , "
<< range_length << " , " << seconds_c << std::endl;
#endif
t2c_min = range_length;
if (counter == 1) {
seconds_min_c = seconds_c;
t0c_min = T0;
t1c_min = T1;
} else {
if (seconds_c < seconds_min_c) {
seconds_min_c = seconds_c;
t0c_min = T0;
t1c_min = T1;
}
}
++counter;
}
}
} else {
for (unsigned int T1 = min_bnd;
T1 <= static_cast<unsigned int>(range_length); T1 <<= 1) {
for (unsigned int T2 = min_bnd;
T2 <= static_cast<unsigned int>(range_length); T2 <<= 1) {
double seconds_c = 0;
{
seconds_c = MultiDimRangePerf3D<DeviceType, double, LayoutType>::
test_multi_index(range_length, range_length, range_length, 0,
T1, T2);
}
#if MDRANGE_PERFORMANCE_OUTPUT_VERBOSE
std::cout << " MDRange LL with '0' tile - collapse-like \n"
<< label_mdrange << " , " << range_length << " < " << T1
<< " , " << T2 << " , " << seconds_c << std::endl;
#endif
t0c_min = range_length;
if (counter == 1) {
seconds_min_c = seconds_c;
t1c_min = T1;
t2c_min = T2;
} else {
if (seconds_c < seconds_min_c) {
seconds_min_c = seconds_c;
t1c_min = T1;
t2c_min = T2;
}
}
++counter;
}
}
}
std::cout
// <<
// "--------------------------------------------------------------\n"
<< label_mdrange << " Collapse<2> style: "
<< "\n Min values "
<< "\n Range length per dim (3D): " << range_length
<< "\n TileDims: " << t0c_min << " , " << t1c_min << " , " << t2c_min
<< "\n Min time: " << seconds_min_c
<< "\n---------------------------------------------------------------"
<< std::endl;
} // end scope test 2
#endif
// Test 2: RangePolicy Collapse2 style
double seconds_2 = 0;
{
seconds_2 = RangePolicyCollapseTwo<DeviceType, double, LayoutType>::
test_index_collapse_two(range_length, range_length, range_length);
}
std::cout << label_range_col2 << " , " << range_length << " , " << seconds_2
<< std::endl;
// Test 3: RangePolicy Collapse all style - not necessary, always slow
/*
double seconds_3 = 0;
{ seconds_3 = RangePolicyCollapseAll< DeviceType , double , LayoutType
>::test_collapse_all(range_length,range_length,range_length) ; } std::cout
<< label_range_col_all
<< " , " << range_length
<< " , " << seconds_3
<< "\n---------------------------------------------------------------"
<< std::endl ;
*/
// Compare fastest times... will never be collapse all so ignore it
// seconds_min = tiled MDRange
// seconds_min_c = collapse<2>-like MDRange (tiledim = span for fast dim) -
// only for non-Cuda, else tile too long seconds_2 = collapse<2>-style
// RangePolicy seconds_3 = collapse<3>-style RangePolicy
#if !defined(KOKKOS_ENABLE_CUDA)
if (seconds_min < seconds_min_c) {
if (seconds_min < seconds_2) {
std::cout
<< "--------------------------------------------------------------"
"\n"
<< " Fastest run: MDRange tiled\n"
<< " Time: " << seconds_min
<< " Difference: " << seconds_2 - seconds_min << " Other times: \n"
<< " MDrange collapse-like (tiledim = span on fast dim) type: "
<< seconds_min_c << "\n"
<< " Collapse2 Range Policy: " << seconds_2 << "\n"
<< "\n-------------------------------------------------------------"
"-"
<< "\n-------------------------------------------------------------"
"-"
//<< "\n\n"
<< std::endl;
} else if (seconds_min > seconds_2) {
std::cout
<< " Fastest run: Collapse2 RangePolicy\n"
<< " Time: " << seconds_2
<< " Difference: " << seconds_min - seconds_2 << " Other times: \n"
<< " MDrange Tiled: " << seconds_min << "\n"
<< " MDrange collapse-like (tiledim = span on fast dim) type: "
<< seconds_min_c << "\n"
<< "\n-------------------------------------------------------------"
"-"
<< "\n-------------------------------------------------------------"
"-"
//<< "\n\n"
<< std::endl;
}
} else if (seconds_min > seconds_min_c) {
if (seconds_min_c < seconds_2) {
std::cout << "---------------------------------------------------------"
"-----\n"
<< " Fastest run: MDRange collapse-like (tiledim = span on "
"fast dim) type\n"
<< " Time: " << seconds_min_c
<< " Difference: " << seconds_2 - seconds_min_c
<< " Other times: \n"
<< " MDrange Tiled: " << seconds_min << "\n"
<< " Collapse2 Range Policy: " << seconds_2 << "\n"
<< "\n-------------------------------------------------------"
"-------"
<< "\n-------------------------------------------------------"
"-------"
//<< "\n\n"
<< std::endl;
} else if (seconds_min_c > seconds_2) {
std::cout
<< " Fastest run: Collapse2 RangePolicy\n"
<< " Time: " << seconds_2
<< " Difference: " << seconds_min_c - seconds_2
<< " Other times: \n"
<< " MDrange Tiled: " << seconds_min << "\n"
<< " MDrange collapse-like (tiledim = span on fast dim) type: "
<< seconds_min_c << "\n"
<< "\n-------------------------------------------------------------"
"-"
<< "\n-------------------------------------------------------------"
"-"
//<< "\n\n"
<< std::endl;
}
} // end else if
#else
if (seconds_min < seconds_2) {
std::cout
<< "--------------------------------------------------------------\n"
<< " Fastest run: MDRange tiled\n"
<< " Time: " << seconds_min
<< " Difference: " << seconds_2 - seconds_min << " Other times: \n"
<< " Collapse2 Range Policy: " << seconds_2 << "\n"
<< "\n--------------------------------------------------------------"
<< "\n--------------------------------------------------------------"
//<< "\n\n"
<< std::endl;
} else if (seconds_min > seconds_2) {
std::cout
<< " Fastest run: Collapse2 RangePolicy\n"
<< " Time: " << seconds_2
<< " Difference: " << seconds_min - seconds_2 << " Other times: \n"
<< " MDrange Tiled: " << seconds_min << "\n"
<< "\n--------------------------------------------------------------"
<< "\n--------------------------------------------------------------"
//<< "\n\n"
<< std::endl;
}
#endif
} // end for
#undef MDRANGE_PERFORMANCE_OUTPUT_VERBOSE
}
} // namespace Test