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Grid/MPI_benchmark/halo_mpi.cc

334 lines
9.2 KiB
C++

#include <cassert>
#include <complex>
#include <memory>
#include <vector>
#include <algorithm>
#include <array>
#include <string>
#include <stdio.h>
#include <stdlib.h>
#include <strings.h>
#include <ctime>
#include <sys/time.h>
#include <mpi.h>
/**************************************************************
* GPU - GPU memory cartesian halo exchange benchmark
* Config: what is the target
**************************************************************
*/
#undef ACC_CUDA
#undef ACC_HIP
#define ACC_SYCL
#undef ACC_NONE
/**************************************************************
* Some MPI globals
**************************************************************
*/
MPI_Comm WorldComm;
MPI_Comm WorldShmComm;
int WorldSize;
int WorldRank;
int WorldShmSize;
int WorldShmRank;
/**************************************************************
* Allocate buffers on the GPU, SYCL needs an init call and context
**************************************************************
*/
#ifdef ACC_CUDA
#include <cuda.h>
void acceleratorInit(void){}
void *acceleratorAllocDevice(size_t bytes)
{
void *ptr=NULL;
auto err = cudaMalloc((void **)&ptr,bytes);
assert(err==cudaSuccess);
return ptr;
}
void acceleratorFreeDevice(void *ptr){ cudaFree(ptr);}
#endif
#ifdef ACC_HIP
#include <hip/hip_runtime.h>
void acceleratorInit(void){}
inline void *acceleratorAllocDevice(size_t bytes)
{
void *ptr=NULL;
auto err = hipMalloc((void **)&ptr,bytes);
if( err != hipSuccess ) {
ptr = (void *) NULL;
printf(" hipMalloc failed for %ld %s \n",bytes,hipGetErrorString(err));
}
return ptr;
};
inline void acceleratorFreeDevice(void *ptr){ auto r=hipFree(ptr);};
#endif
#ifdef ACC_SYCL
#include <sycl/CL/sycl.hpp>
#include <sycl/usm.hpp>
cl::sycl::queue *theAccelerator;
void acceleratorInit(void)
{
int nDevices = 1;
#if 1
cl::sycl::gpu_selector selector;
cl::sycl::device selectedDevice { selector };
theAccelerator = new sycl::queue (selectedDevice);
#else
cl::sycl::device selectedDevice {cl::sycl::gpu_selector_v };
theAccelerator = new sycl::queue (selectedDevice);
#endif
auto name = theAccelerator->get_device().get_info<sycl::info::device::name>();
printf("AcceleratorSyclInit: Selected device is %s\n",name.c_str()); fflush(stdout);
}
inline void *acceleratorAllocDevice(size_t bytes){ return malloc_device(bytes,*theAccelerator);};
inline void acceleratorFreeDevice(void *ptr){free(ptr,*theAccelerator);};
#endif
#ifdef ACC_NONE
void acceleratorInit(void){}
inline void *acceleratorAllocDevice(size_t bytes){ return malloc(bytes);};
inline void acceleratorFreeDevice(void *ptr){free(ptr);};
#endif
/**************************************************************
* Microsecond timer
**************************************************************
*/
inline double usecond(void) {
struct timeval tv;
gettimeofday(&tv,NULL);
return 1.0e6*tv.tv_sec + 1.0*tv.tv_usec;
}
/**************************************************************
* Main benchmark routine
**************************************************************
*/
void Benchmark(int64_t L,std::vector<int> cart_geom,bool use_device,int ncall)
{
int64_t words = 3*4*2;
int64_t face,vol;
int Nd=cart_geom.size();
/**************************************************************
* L^Nd volume, L^(Nd-1) faces, 12 complex per site
* Allocate memory for these
**************************************************************
*/
face=1; for( int d=0;d<Nd-1;d++) face = face*L;
vol=1; for( int d=0;d<Nd;d++) vol = vol*L;
std::vector<void *> send_bufs;
std::vector<void *> recv_bufs;
size_t vw = face*words;
size_t bytes = face*words*sizeof(double);
if ( use_device ) {
for(int d=0;d<2*Nd;d++){
send_bufs.push_back(acceleratorAllocDevice(bytes));
recv_bufs.push_back(acceleratorAllocDevice(bytes));
}
} else {
for(int d=0;d<2*Nd;d++){
send_bufs.push_back(malloc(bytes));
recv_bufs.push_back(malloc(bytes));
}
}
/*********************************************************
* Build cartesian communicator
*********************************************************
*/
int ierr;
int rank;
std::vector<int> coor(Nd);
MPI_Comm communicator;
std::vector<int> periodic(Nd,1);
MPI_Cart_create(WorldComm,Nd,&cart_geom[0],&periodic[0],0,&communicator);
MPI_Comm_rank(communicator,&rank);
MPI_Cart_coords(communicator,rank,Nd,&coor[0]);
static int reported;
if ( ! reported ) {
printf("World Rank %d Shm Rank %d CartCoor %d %d %d %d\n",WorldRank,WorldShmRank,
coor[0],coor[1],coor[2],coor[3]); fflush(stdout);
reported =1 ;
}
/*********************************************************
* Perform halo exchanges
*********************************************************
*/
for(int d=0;d<Nd;d++){
if ( cart_geom[d]>1 ) {
double t0=usecond();
int from,to;
MPI_Barrier(communicator);
for(int n=0;n<ncall;n++){
void *xmit = (void *)send_bufs[d];
void *recv = (void *)recv_bufs[d];
ierr=MPI_Cart_shift(communicator,d,1,&from,&to);
assert(ierr==0);
ierr=MPI_Sendrecv(xmit,bytes,MPI_CHAR,to,rank,
recv,bytes,MPI_CHAR,from, from,
communicator,MPI_STATUS_IGNORE);
assert(ierr==0);
xmit = (void *)send_bufs[Nd+d];
recv = (void *)recv_bufs[Nd+d];
ierr=MPI_Cart_shift(communicator,d,-1,&from,&to);
assert(ierr==0);
ierr=MPI_Sendrecv(xmit,bytes,MPI_CHAR,to,rank,
recv,bytes,MPI_CHAR,from, from,
communicator,MPI_STATUS_IGNORE);
assert(ierr==0);
}
MPI_Barrier(communicator);
double t1=usecond();
double dbytes = bytes*WorldShmSize;
double xbytes = dbytes*2.0*ncall;
double rbytes = xbytes;
double bidibytes = xbytes+rbytes;
if ( ! WorldRank ) {
printf("\t%12ld\t %12ld %16.0lf\n",L,bytes,bidibytes/(t1-t0)); fflush(stdout);
}
}
}
/*********************************************************
* Free memory
*********************************************************
*/
if ( use_device ) {
for(int d=0;d<2*Nd;d++){
acceleratorFreeDevice(send_bufs[d]);
acceleratorFreeDevice(recv_bufs[d]);
}
} else {
for(int d=0;d<2*Nd;d++){
free(send_bufs[d]);
free(recv_bufs[d]);
}
}
}
/**************************************
* Command line junk
**************************************/
std::string CmdOptionPayload(char ** begin, char ** end, const std::string & option)
{
char ** itr = std::find(begin, end, option);
if (itr != end && ++itr != end) {
std::string payload(*itr);
return payload;
}
return std::string("");
}
bool CmdOptionExists(char** begin, char** end, const std::string& option)
{
return std::find(begin, end, option) != end;
}
void CmdOptionIntVector(const std::string &str,std::vector<int> & vec)
{
vec.resize(0);
std::stringstream ss(str);
int i;
while (ss >> i){
vec.push_back(i);
if(std::ispunct(ss.peek()))
ss.ignore();
}
return;
}
/**************************************
* Command line junk
**************************************/
int main(int argc, char **argv)
{
std::string arg;
acceleratorInit();
MPI_Init(&argc,&argv);
WorldComm = MPI_COMM_WORLD;
MPI_Comm_split_type(WorldComm, MPI_COMM_TYPE_SHARED, 0, MPI_INFO_NULL,&WorldShmComm);
MPI_Comm_rank(WorldComm ,&WorldRank);
MPI_Comm_size(WorldComm ,&WorldSize);
MPI_Comm_rank(WorldShmComm ,&WorldShmRank);
MPI_Comm_size(WorldShmComm ,&WorldShmSize);
if ( WorldSize/WorldShmSize > 2) {
printf("This benchmark is meant to run on at most two nodes only\n");
}
auto mpi =std::vector<int>({1,1,1,1});
if( CmdOptionExists(argv,argv+argc,"--mpi") ){
arg = CmdOptionPayload(argv,argv+argc,"--mpi");
CmdOptionIntVector(arg,mpi);
} else {
printf("Must specify --mpi <n1.n2.n3.n4> command line argument\n");
exit(0);
}
if( !WorldRank ) {
printf("***********************************\n");
printf("%d ranks\n",WorldSize);
printf("%d ranks-per-node\n",WorldShmSize);
printf("%d nodes\n",WorldSize/WorldShmSize);fflush(stdout);
printf("Cartesian layout: ");
for(int d=0;d<mpi.size();d++){
printf("%d ",mpi[d]);
}
printf("\n");fflush(stdout);
printf("***********************************\n");
}
if( !WorldRank ) {
printf("=========================================================\n");
printf("= Benchmarking HOST memory MPI performance \n");
printf("=========================================================\n");fflush(stdout);
printf("= L\t pkt bytes\t MB/s \n");
printf("=========================================================\n");fflush(stdout);
}
for(int L=16;L<=64;L+=4){
Benchmark(L,mpi,false,100);
}
if( !WorldRank ) {
printf("=========================================================\n");
printf("= Benchmarking DEVICE memory MPI performance \n");
printf("=========================================================\n");fflush(stdout);
}
for(int L=16;L<=64;L+=4){
Benchmark(L,mpi,true,100);
}
if( !WorldRank ) {
printf("=========================================================\n");
printf("= DONE \n");
printf("=========================================================\n");
}
MPI_Finalize();
}