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371a329457
Author | SHA1 | Date | |
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371a329457 | |||
f81cb198ab | |||
a7e1d9e67f | |||
19c9dcb6ae | |||
7d89380b80 | |||
4cd67805b9 | |||
f7e607eae4 | |||
a267986800 | |||
a1ec08cdb3 | |||
fb6c79d9ca |
@ -1,7 +1,7 @@
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/*
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Copyright © 2015 Peter Boyle <paboyle@ph.ed.ac.uk>
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Copyright © 2022 Antonin Portelli <antonin.portelli@me.com>
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Copyright © 2022 Simon Buerger <simon.buerger@rwth-aachen.de>
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Copyright © 2024 Simon Buerger <simon.buerger@rwth-aachen.de>
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This is a fork of Benchmark_ITT.cpp from Grid
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@ -29,6 +29,43 @@ int NN_global;
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nlohmann::json json_results;
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// NOTE: Grid::GridClock is just a typedef to
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// `std::chrono::high_resolution_clock`, but `Grid::usecond` rounds to
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// microseconds (no idea why, probably wasnt ever relevant before), so we need
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// our own wrapper here.
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double usecond_precise()
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{
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using namespace std::chrono;
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auto nsecs = duration_cast<nanoseconds>(GridClock::now() - Grid::theProgramStart);
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return nsecs.count() * 1e-3;
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}
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std::vector<std::string> get_mpi_hostnames()
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{
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int world_size;
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MPI_Comm_size(MPI_COMM_WORLD, &world_size);
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char hostname[MPI_MAX_PROCESSOR_NAME];
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int name_len = 0;
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MPI_Get_processor_name(hostname, &name_len);
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// Allocate buffer to gather all hostnames
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std::vector<char> all_hostnames(world_size * MPI_MAX_PROCESSOR_NAME);
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// Use MPI_Allgather to gather all hostnames on all ranks
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MPI_Allgather(hostname, MPI_MAX_PROCESSOR_NAME, MPI_CHAR, all_hostnames.data(),
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MPI_MAX_PROCESSOR_NAME, MPI_CHAR, MPI_COMM_WORLD);
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// Convert the gathered hostnames back into a vector of std::string
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std::vector<std::string> hostname_list(world_size);
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for (int i = 0; i < world_size; ++i)
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{
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hostname_list[i] = std::string(&all_hostnames[i * MPI_MAX_PROCESSOR_NAME]);
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}
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return hostname_list;
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}
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struct time_statistics
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{
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double mean;
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@ -73,7 +110,7 @@ class Benchmark
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{local[0] * mpi[0], local[1] * mpi[1], local[2] * mpi[2], local[3] * mpi[3]});
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GridCartesian *TmpGrid = SpaceTimeGrid::makeFourDimGrid(
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latt4, GridDefaultSimd(Nd, vComplex::Nsimd()), GridDefaultMpi());
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Grid::Coordinate shm;
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Grid::Coordinate shm(4, 1);
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GlobalSharedMemory::GetShmDims(mpi, shm);
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uint64_t NP = TmpGrid->RankCount();
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@ -137,7 +174,7 @@ class Benchmark
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Coordinate simd_layout = GridDefaultSimd(Nd, vComplexD::Nsimd());
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Coordinate mpi_layout = GridDefaultMpi();
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Coordinate shm_layout;
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Coordinate shm_layout(Nd, 1);
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GlobalSharedMemory::GetShmDims(mpi_layout, shm_layout);
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for (int mu = 0; mu < Nd; mu++)
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@ -266,124 +303,166 @@ class Benchmark
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static void Latency(void)
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{
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int Nloop = 200;
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int nmu = 0;
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int Nwarmup = 100;
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int Nloop = 300;
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Coordinate simd_layout = GridDefaultSimd(Nd, vComplexD::Nsimd());
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Coordinate mpi_layout = GridDefaultMpi();
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Coordinate shm_layout;
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GlobalSharedMemory::GetShmDims(mpi_layout, shm_layout);
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for (int mu = 0; mu < Nd; mu++)
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if (mpi_layout[mu] > 1)
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nmu++;
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std::vector<double> t_time(Nloop);
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time_statistics timestat;
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std::cout << GridLogMessage << "Benchmarking Latency to neighbors in " << nmu
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<< " dimensions" << std::endl;
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std::cout << GridLogMessage << "Benchmarking point-to-point latency" << std::endl;
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grid_small_sep();
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grid_printf("%5s %7s %15s %15s %15s\n", "dir", "shm", "time (usec)", "std dev",
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"min");
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grid_printf("from to mean(usec) err max\n");
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int lat = 8; // dummy lattice size. Not really used.
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Coordinate latt_size({lat * mpi_layout[0], lat * mpi_layout[1], lat * mpi_layout[2],
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lat * mpi_layout[3]});
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int ranks;
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int me;
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MPI_Comm_size(MPI_COMM_WORLD, &ranks);
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MPI_Comm_rank(MPI_COMM_WORLD, &me);
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GridCartesian Grid(latt_size, simd_layout, mpi_layout);
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RealD Nrank = Grid._Nprocessors;
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RealD Nnode = Grid.NodeCount();
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RealD ppn = Nrank / Nnode;
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std::vector<HalfSpinColourVectorD *> xbuf(8);
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std::vector<HalfSpinColourVectorD *> rbuf(8);
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uint64_t bytes = 8;
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for (int d = 0; d < 8; d++)
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{
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xbuf[d] = (HalfSpinColourVectorD *)acceleratorAllocDevice(bytes);
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rbuf[d] = (HalfSpinColourVectorD *)acceleratorAllocDevice(bytes);
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}
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double dbytes;
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#define NWARMUP 50
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for (int dir = 0; dir < 8; dir++)
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{
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int mu = dir % 4;
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if (mpi_layout[mu] == 1) // skip directions that are not distributed
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continue;
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bool is_shm = mpi_layout[mu] == shm_layout[mu];
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bool is_partial_shm = !is_shm && shm_layout[mu] != 1;
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std::vector<double> times(Nloop);
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for (int i = 0; i < NWARMUP; i++)
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int bytes = 8;
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void *buf_from = acceleratorAllocDevice(bytes);
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void *buf_to = acceleratorAllocDevice(bytes);
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nlohmann::json json_latency;
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for (int from = 0; from < ranks; ++from)
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for (int to = 0; to < ranks; ++to)
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{
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int xmit_to_rank;
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int recv_from_rank;
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if (from == to)
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continue;
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if (dir == mu)
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std::vector<double> t_time(Nloop);
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time_statistics timestat;
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MPI_Status status;
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for (int i = -Nwarmup; i < Nloop; ++i)
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{
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int comm_proc = 1;
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Grid.ShiftedRanks(mu, comm_proc, xmit_to_rank, recv_from_rank);
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double start = usecond_precise();
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if (from == me)
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{
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auto err = MPI_Send(buf_from, bytes, MPI_CHAR, to, 0, MPI_COMM_WORLD);
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assert(err == MPI_SUCCESS);
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}
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if (to == me)
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{
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auto err =
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MPI_Recv(buf_to, bytes, MPI_CHAR, from, 0, MPI_COMM_WORLD, &status);
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assert(err == MPI_SUCCESS);
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}
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double stop = usecond_precise();
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if (i >= 0)
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t_time[i] = stop - start;
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}
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else
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{
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int comm_proc = mpi_layout[mu] - 1;
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Grid.ShiftedRanks(mu, comm_proc, xmit_to_rank, recv_from_rank);
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}
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Grid.SendToRecvFrom((void *)&xbuf[dir][0], xmit_to_rank, (void *)&rbuf[dir][0],
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recv_from_rank, bytes);
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// important: only 'from' and 'to' have meaningful timings. we use
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// 'from's.
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MPI_Bcast(t_time.data(), Nloop, MPI_DOUBLE, from, MPI_COMM_WORLD);
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timestat.statistics(t_time);
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grid_printf("%2d %2d %15.4f %15.3f %15.4f\n", from, to, timestat.mean,
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timestat.err, timestat.max);
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nlohmann::json tmp;
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tmp["from"] = from;
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tmp["to"] = to;
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tmp["time_usec"] = timestat.mean;
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tmp["time_usec_error"] = timestat.err;
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tmp["time_usec_min"] = timestat.min;
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tmp["time_usec_max"] = timestat.max;
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tmp["time_usec_full"] = t_time;
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json_latency.push_back(tmp);
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}
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for (int i = 0; i < Nloop; i++)
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json_results["latency"] = json_latency;
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acceleratorFreeDevice(buf_from);
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acceleratorFreeDevice(buf_to);
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}
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static void P2P(void)
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{
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// IMPORTANT: The P2P benchmark uses "MPI_COMM_WORLD" communicator, which is
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// not the quite the same as Grid.communicator. Practically speaking, the
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// latter one contains the same MPI-ranks but in a different order. Grid
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// does this make sure it can exploit ranks with shared memory (i.e.
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// multiple ranks on the same node) as best as possible.
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// buffer-size to benchmark. This number is the same as the largest one used
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// in the "Comms()" benchmark. ( L=48, Ls=12, double-prec-complex,
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// half-color-spin-vector. ). Mostly an arbitrary choice, but nice to match
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// it here
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size_t bytes = 127401984;
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int Nwarmup = 20;
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int Nloop = 100;
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std::cout << GridLogMessage << "Benchmarking point-to-point bandwidth" << std::endl;
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grid_small_sep();
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grid_printf("from to mean(usec) err min "
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"bytes rate (GiB/s)\n");
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int ranks;
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int me;
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MPI_Comm_size(MPI_COMM_WORLD, &ranks);
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MPI_Comm_rank(MPI_COMM_WORLD, &me);
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void *buf_from = acceleratorAllocDevice(bytes);
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void *buf_to = acceleratorAllocDevice(bytes);
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nlohmann::json json_p2p;
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for (int from = 0; from < ranks; ++from)
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for (int to = 0; to < ranks; ++to)
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{
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if (from == to)
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continue;
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dbytes = 0;
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double start = usecond();
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int xmit_to_rank;
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int recv_from_rank;
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std::vector<double> t_time(Nloop);
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time_statistics timestat;
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MPI_Status status;
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if (dir == mu)
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for (int i = -Nwarmup; i < Nloop; ++i)
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{
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int comm_proc = 1;
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Grid.ShiftedRanks(mu, comm_proc, xmit_to_rank, recv_from_rank);
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double start = usecond_precise();
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if (from == me)
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{
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auto err = MPI_Send(buf_from, bytes, MPI_CHAR, to, 0, MPI_COMM_WORLD);
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assert(err == MPI_SUCCESS);
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}
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if (to == me)
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{
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auto err =
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MPI_Recv(buf_to, bytes, MPI_CHAR, from, 0, MPI_COMM_WORLD, &status);
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assert(err == MPI_SUCCESS);
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}
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double stop = usecond_precise();
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if (i >= 0)
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t_time[i] = stop - start;
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}
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else
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{
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int comm_proc = mpi_layout[mu] - 1;
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Grid.ShiftedRanks(mu, comm_proc, xmit_to_rank, recv_from_rank);
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}
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Grid.SendToRecvFrom((void *)&xbuf[dir][0], xmit_to_rank, (void *)&rbuf[dir][0],
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recv_from_rank, bytes);
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dbytes += bytes;
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// important: only 'from' and 'to' have meaningful timings. we use
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// 'from's.
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MPI_Bcast(t_time.data(), Nloop, MPI_DOUBLE, from, MPI_COMM_WORLD);
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double stop = usecond();
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t_time[i] = stop - start; // microseconds
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timestat.statistics(t_time);
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double rate = bytes / (timestat.mean / 1.e6) / 1024. / 1024. / 1024.;
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double rate_err = rate * timestat.err / timestat.mean;
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double rate_max = rate * timestat.mean / timestat.min;
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double rate_min = rate * timestat.mean / timestat.max;
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grid_printf("%2d %2d %15.4f %15.3f %15.4f %15d %15.2f\n", from, to, timestat.mean,
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timestat.err, timestat.min, bytes, rate);
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nlohmann::json tmp;
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tmp["from"] = from;
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tmp["to"] = to;
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tmp["bytes"] = bytes;
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tmp["time_usec"] = timestat.mean;
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tmp["time_usec_error"] = timestat.err;
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tmp["time_usec_min"] = timestat.min;
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tmp["time_usec_max"] = timestat.max;
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tmp["time_usec_full"] = t_time;
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nlohmann::json tmp_rate;
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tmp_rate["mean"] = rate;
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tmp_rate["error"] = rate_err;
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tmp_rate["max"] = rate_max;
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tmp_rate["min"] = rate_min;
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tmp["rate_GBps"] = tmp_rate;
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json_p2p.push_back(tmp);
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}
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timestat.statistics(t_time);
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json_results["p2p"] = json_p2p;
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grid_printf("%5d %7s %15.2f %15.1f %15.2f\n", dir,
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is_shm ? "yes"
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: is_partial_shm ? "partial"
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: "no",
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timestat.mean, timestat.err, timestat.min);
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nlohmann::json tmp;
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nlohmann::json tmp_rate;
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tmp["dir"] = dir;
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tmp["shared_mem"] = is_shm;
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tmp["partial_shared_mem"] = is_partial_shm;
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tmp["time_usec"] = timestat.mean;
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tmp["time_usec_error"] = timestat.err;
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tmp["time_usec_max"] = timestat.min;
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json_results["latency"].push_back(tmp);
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}
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for (int d = 0; d < 8; d++)
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{
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acceleratorFreeDevice(xbuf[d]);
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acceleratorFreeDevice(rbuf[d]);
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}
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return;
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acceleratorFreeDevice(buf_from);
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acceleratorFreeDevice(buf_to);
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}
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static void Memory(void)
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@ -908,11 +987,47 @@ int main(int argc, char **argv)
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{
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Grid_init(&argc, &argv);
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int Ls = 1;
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bool do_su4 = true;
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bool do_memory = true;
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bool do_comms = true;
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bool do_flops = true;
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// NOTE: these two take O((number of ranks)^2) time, which might be a lot, so they are
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// off by default
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bool do_latency = false;
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bool do_p2p = false;
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std::string json_filename = ""; // empty indicates no json output
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for (int i = 0; i < argc; i++)
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{
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if (std::string(argv[i]) == "--json-out")
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auto arg = std::string(argv[i]);
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if (arg == "--json-out")
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json_filename = argv[i + 1];
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if (arg == "--benchmark-su4")
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do_su4 = true;
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if (arg == "--benchmark-memory")
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do_memory = true;
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if (arg == "--benchmark-comms")
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do_comms = true;
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if (arg == "--benchmark-flops")
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do_flops = true;
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if (arg == "--benchmark-latency")
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do_latency = true;
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if (arg == "--benchmark-p2p")
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do_p2p = true;
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if (arg == "--no-benchmark-su4")
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do_su4 = false;
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if (arg == "--no-benchmark-memory")
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do_memory = false;
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if (arg == "--no-benchmark-comms")
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do_comms = false;
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if (arg == "--no-benchmark-flops")
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do_flops = false;
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if (arg == "--no-benchmark-latency")
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do_latency = false;
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if (arg == "--no-benchmark-p2p")
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do_p2p = false;
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}
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CartesianCommunicator::SetCommunicatorPolicy(
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@ -924,13 +1039,6 @@ int main(int argc, char **argv)
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#endif
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Benchmark::Decomposition();
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int do_su4 = 1;
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int do_memory = 1;
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int do_comms = 1;
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int do_latency = 1;
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int do_flops = 1;
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int Ls = 1;
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int sel = 4;
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std::vector<int> L_list({8, 12, 16, 24, 32});
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int selm1 = sel - 1;
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@ -971,6 +1079,14 @@ int main(int argc, char **argv)
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Benchmark::Latency();
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}
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if (do_p2p)
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{
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grid_big_sep();
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std::cout << GridLogMessage << " Point-To-Point benchmark " << std::endl;
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grid_big_sep();
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Benchmark::P2P();
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}
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if (do_flops)
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{
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Ls = 1;
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@ -1030,6 +1146,8 @@ int main(int argc, char **argv)
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json_results["flops"] = tmp_flops;
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}
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json_results["hostnames"] = get_mpi_hostnames();
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if (!json_filename.empty())
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{
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std::cout << GridLogMessage << "writing benchmark results to " << json_filename
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||||
|
Loading…
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Reference in New Issue
Block a user