mirror of
https://github.com/paboyle/Grid.git
synced 2024-11-10 15:55:37 +00:00
Antonin Portelli
997fd882ff
# Conflicts: # lib/Threads.h # lib/qcd/action/fermion/WilsonFermion.cc # lib/qcd/action/fermion/WilsonFermion.h # lib/qcd/utils/SUn.h # lib/simd/Grid_avx.h # lib/simd/Intel512common.h
681 lines
21 KiB
C++
681 lines
21 KiB
C++
/*************************************************************************************
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Grid physics library, www.github.com/paboyle/Grid
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Source file: ./lib/parallelIO/BinaryIO.h
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Copyright (C) 2015
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Author: Peter Boyle <paboyle@ph.ed.ac.uk>
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Author: paboyle <paboyle@ph.ed.ac.uk>
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This program is free software; you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation; either version 2 of the License, or
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(at your option) any later version.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License along
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with this program; if not, write to the Free Software Foundation, Inc.,
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51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
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See the full license in the file "LICENSE" in the top level distribution directory
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*************************************************************************************/
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/* END LEGAL */
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#ifndef GRID_BINARY_IO_H
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#define GRID_BINARY_IO_H
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#ifdef HAVE_ENDIAN_H
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#include <endian.h>
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#endif
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#include <arpa/inet.h>
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#include <algorithm>
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// 64bit endian swap is a portability pain
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#ifndef __has_builtin // Optional of course.
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#define __has_builtin(x) 0 // Compatibility with non-clang compilers.
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#endif
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#if HAVE_DECL_BE64TOH
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#undef Grid_ntohll
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#define Grid_ntohll be64toh
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#endif
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#if HAVE_DECL_NTOHLL
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#undef Grid_ntohll
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#define Grid_ntohll ntohll
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#endif
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#ifndef Grid_ntohll
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#if BYTE_ORDER == BIG_ENDIAN
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#define Grid_ntohll(A) (A)
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#else
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#if __has_builtin(__builtin_bswap64)
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#define Grid_ntohll(A) __builtin_bswap64(A)
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#else
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#error
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#endif
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#endif
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#endif
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namespace Grid {
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// A little helper
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inline void removeWhitespace(std::string &key)
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{
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key.erase(std::remove_if(key.begin(), key.end(), ::isspace),key.end());
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}
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class BinaryIO {
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public:
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// Network is big endian
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static inline void htobe32_v(void *file_object,uint32_t bytes){ be32toh_v(file_object,bytes);}
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static inline void htobe64_v(void *file_object,uint32_t bytes){ be64toh_v(file_object,bytes);}
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static inline void htole32_v(void *file_object,uint32_t bytes){ le32toh_v(file_object,bytes);}
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static inline void htole64_v(void *file_object,uint32_t bytes){ le64toh_v(file_object,bytes);}
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static inline void be32toh_v(void *file_object,uint32_t bytes)
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{
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uint32_t * f = (uint32_t *)file_object;
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for(int i=0;i*sizeof(uint32_t)<bytes;i++){
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f[i] = ntohl(f[i]);
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}
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}
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// LE must Swap and switch to host
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static inline void le32toh_v(void *file_object,uint32_t bytes)
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{
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uint32_t *fp = (uint32_t *)file_object;
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uint32_t f;
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for(int i=0;i*sizeof(uint32_t)<bytes;i++){
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f = fp[i];
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// got network order and the network to host
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f = ((f&0xFF)<<24) | ((f&0xFF00)<<8) | ((f&0xFF0000)>>8) | ((f&0xFF000000UL)>>24) ;
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fp[i] = ntohl(f);
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}
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}
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// BE is same as network
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static inline void be64toh_v(void *file_object,uint32_t bytes)
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{
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uint64_t * f = (uint64_t *)file_object;
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for(int i=0;i*sizeof(uint64_t)<bytes;i++){
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f[i] = Grid_ntohll(f[i]);
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}
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}
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// LE must swap and switch;
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static inline void le64toh_v(void *file_object,uint32_t bytes)
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{
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uint64_t *fp = (uint64_t *)file_object;
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uint64_t f,g;
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for(int i=0;i*sizeof(uint64_t)<bytes;i++){
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f = fp[i];
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// got network order and the network to host
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g = ((f&0xFF)<<24) | ((f&0xFF00)<<8) | ((f&0xFF0000)>>8) | ((f&0xFF000000UL)>>24) ;
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g = g << 32;
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f = f >> 32;
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g|= ((f&0xFF)<<24) | ((f&0xFF00)<<8) | ((f&0xFF0000)>>8) | ((f&0xFF000000UL)>>24) ;
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fp[i] = Grid_ntohll(g);
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}
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}
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template<class vobj,class fobj,class munger> static inline void Uint32Checksum(Lattice<vobj> &lat,munger munge,uint32_t &csum)
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{
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typedef typename vobj::scalar_object sobj;
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GridBase *grid = lat._grid ;
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std::cout <<GridLogMessage<< "Uint32Checksum "<<norm2(lat)<<std::endl;
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sobj siteObj;
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fobj fileObj;
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csum = 0;
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std::vector<int> lcoor;
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for(int l=0;l<grid->lSites();l++){
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Lexicographic::CoorFromIndex(lcoor,l,grid->_ldimensions);
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peekLocalSite(siteObj,lat,lcoor);
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munge(siteObj,fileObj,csum);
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}
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grid->GlobalSum(csum);
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}
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static inline void Uint32Checksum(uint32_t *buf,uint32_t buf_size_bytes,uint32_t &csum)
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{
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for(int i=0;i*sizeof(uint32_t)<buf_size_bytes;i++){
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csum=csum+buf[i];
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}
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}
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template<class vobj,class fobj,class munger>
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static inline uint32_t readObjectSerial(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string &format)
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{
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typedef typename vobj::scalar_object sobj;
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GridBase *grid = Umu._grid;
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std::cout<< GridLogMessage<< "Serial read I/O "<< file<< std::endl;
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GridStopWatch timer; timer.Start();
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int ieee32big = (format == std::string("IEEE32BIG"));
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int ieee32 = (format == std::string("IEEE32"));
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int ieee64big = (format == std::string("IEEE64BIG"));
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int ieee64 = (format == std::string("IEEE64"));
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// Find the location of each site and send to primary node
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// Take loop order from Chroma; defines loop order now that NERSC doc no longer
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// available (how short sighted is that?)
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std::ifstream fin(file,std::ios::binary|std::ios::in);
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fin.seekg(offset);
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Umu = zero;
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uint32_t csum=0;
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uint64_t bytes=0;
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fobj file_object;
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sobj munged;
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for(int t=0;t<grid->_fdimensions[3];t++){
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for(int z=0;z<grid->_fdimensions[2];z++){
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for(int y=0;y<grid->_fdimensions[1];y++){
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for(int x=0;x<grid->_fdimensions[0];x++){
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std::vector<int> site({x,y,z,t});
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if (grid->IsBoss()) {
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fin.read((char *)&file_object, sizeof(file_object));
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bytes += sizeof(file_object);
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if (ieee32big) be32toh_v((void *)&file_object, sizeof(file_object));
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if (ieee32) le32toh_v((void *)&file_object, sizeof(file_object));
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if (ieee64big) be64toh_v((void *)&file_object, sizeof(file_object));
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if (ieee64) le64toh_v((void *)&file_object, sizeof(file_object));
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munge(file_object, munged, csum);
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}
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// The boss who read the file has their value poked
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pokeSite(munged,Umu,site);
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}}}}
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timer.Stop();
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std::cout<<GridLogPerformance<<"readObjectSerial: read "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
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<< (double)bytes/ (double)timer.useconds() <<" MB/s " <<std::endl;
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return csum;
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}
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template<class vobj,class fobj,class munger>
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static inline uint32_t writeObjectSerial(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string & format)
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{
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typedef typename vobj::scalar_object sobj;
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GridBase *grid = Umu._grid;
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int ieee32big = (format == std::string("IEEE32BIG"));
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int ieee32 = (format == std::string("IEEE32"));
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int ieee64big = (format == std::string("IEEE64BIG"));
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int ieee64 = (format == std::string("IEEE64"));
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//////////////////////////////////////////////////
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// Serialise through node zero
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//////////////////////////////////////////////////
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std::cout<< GridLogMessage<< "Serial write I/O "<< file<<std::endl;
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GridStopWatch timer; timer.Start();
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std::ofstream fout;
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if ( grid->IsBoss() ) {
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fout.open(file,std::ios::binary|std::ios::out|std::ios::in);
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fout.seekp(offset);
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}
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uint64_t bytes=0;
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uint32_t csum=0;
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fobj file_object;
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sobj unmunged;
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for(int t=0;t<grid->_fdimensions[3];t++){
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for(int z=0;z<grid->_fdimensions[2];z++){
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for(int y=0;y<grid->_fdimensions[1];y++){
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for(int x=0;x<grid->_fdimensions[0];x++){
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std::vector<int> site({x,y,z,t});
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// peek & write
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peekSite(unmunged,Umu,site);
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munge(unmunged,file_object,csum);
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if ( grid->IsBoss() ) {
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if(ieee32big) htobe32_v((void *)&file_object,sizeof(file_object));
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if(ieee32) htole32_v((void *)&file_object,sizeof(file_object));
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if(ieee64big) htobe64_v((void *)&file_object,sizeof(file_object));
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if(ieee64) htole64_v((void *)&file_object,sizeof(file_object));
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// NB could gather an xstrip as an optimisation.
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fout.write((char *)&file_object,sizeof(file_object));
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bytes+=sizeof(file_object);
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}
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}}}}
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timer.Stop();
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std::cout<<GridLogPerformance<<"writeObjectSerial: wrote "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
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<< (double)bytes/timer.useconds() <<" MB/s " <<std::endl;
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return csum;
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}
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static inline uint32_t writeRNGSerial(GridSerialRNG &serial,GridParallelRNG ¶llel,std::string file,int offset)
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{
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typedef typename GridSerialRNG::RngStateType RngStateType;
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const int RngStateCount = GridSerialRNG::RngStateCount;
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GridBase *grid = parallel._grid;
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int gsites = grid->_gsites;
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//////////////////////////////////////////////////
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// Serialise through node zero
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//////////////////////////////////////////////////
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std::cout<< GridLogMessage<< "Serial RNG write I/O "<< file<<std::endl;
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std::ofstream fout;
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if ( grid->IsBoss() ) {
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fout.open(file,std::ios::binary|std::ios::out|std::ios::in);
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fout.seekp(offset);
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}
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uint32_t csum=0;
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std::vector<RngStateType> saved(RngStateCount);
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int bytes = sizeof(RngStateType)*saved.size();
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std::vector<int> gcoor;
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for(int gidx=0;gidx<gsites;gidx++){
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int rank,o_idx,i_idx;
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grid->GlobalIndexToGlobalCoor(gidx,gcoor);
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grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gcoor);
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int l_idx=parallel.generator_idx(o_idx,i_idx);
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if( rank == grid->ThisRank() ){
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// std::cout << "rank" << rank<<" Getting state for index "<<l_idx<<std::endl;
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parallel.GetState(saved,l_idx);
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}
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grid->Broadcast(rank,(void *)&saved[0],bytes);
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if ( grid->IsBoss() ) {
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Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
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fout.write((char *)&saved[0],bytes);
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}
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}
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if ( grid->IsBoss() ) {
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serial.GetState(saved,0);
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Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
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fout.write((char *)&saved[0],bytes);
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}
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grid->Broadcast(0,(void *)&csum,sizeof(csum));
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return csum;
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}
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static inline uint32_t readRNGSerial(GridSerialRNG &serial,GridParallelRNG ¶llel,std::string file,int offset)
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{
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typedef typename GridSerialRNG::RngStateType RngStateType;
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const int RngStateCount = GridSerialRNG::RngStateCount;
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GridBase *grid = parallel._grid;
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int gsites = grid->_gsites;
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//////////////////////////////////////////////////
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// Serialise through node zero
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//////////////////////////////////////////////////
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std::cout<< GridLogMessage<< "Serial RNG read I/O "<< file<<std::endl;
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std::ifstream fin(file,std::ios::binary|std::ios::in);
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fin.seekg(offset);
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uint32_t csum=0;
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std::vector<RngStateType> saved(RngStateCount);
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int bytes = sizeof(RngStateType)*saved.size();
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std::vector<int> gcoor;
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for(int gidx=0;gidx<gsites;gidx++){
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int rank,o_idx,i_idx;
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grid->GlobalIndexToGlobalCoor(gidx,gcoor);
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grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gcoor);
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int l_idx=parallel.generator_idx(o_idx,i_idx);
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if ( grid->IsBoss() ) {
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fin.read((char *)&saved[0],bytes);
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Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
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}
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grid->Broadcast(0,(void *)&saved[0],bytes);
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if( rank == grid->ThisRank() ){
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parallel.SetState(saved,l_idx);
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}
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}
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if ( grid->IsBoss() ) {
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fin.read((char *)&saved[0],bytes);
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serial.SetState(saved,0);
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Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
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}
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grid->Broadcast(0,(void *)&csum,sizeof(csum));
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return csum;
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}
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template<class vobj,class fobj,class munger>
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static inline uint32_t readObjectParallel(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string &format)
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{
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typedef typename vobj::scalar_object sobj;
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GridBase *grid = Umu._grid;
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int ieee32big = (format == std::string("IEEE32BIG"));
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int ieee32 = (format == std::string("IEEE32"));
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int ieee64big = (format == std::string("IEEE64BIG"));
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int ieee64 = (format == std::string("IEEE64"));
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// Take into account block size of parallel file systems want about
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// 4-16MB chunks.
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// Ideally one reader/writer per xy plane and read these contiguously
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// with comms from nominated I/O nodes.
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std::ifstream fin;
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int nd = grid->_ndimension;
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std::vector<int> parallel(nd,1);
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std::vector<int> ioproc (nd);
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std::vector<int> start(nd);
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std::vector<int> range(nd);
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for(int d=0;d<nd;d++){
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assert(grid->CheckerBoarded(d) == 0);
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}
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uint64_t slice_vol = 1;
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int IOnode = 1;
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for(int d=0;d<grid->_ndimension;d++) {
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if ( d == 0 ) parallel[d] = 0;
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if (parallel[d]) {
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range[d] = grid->_ldimensions[d];
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start[d] = grid->_processor_coor[d]*range[d];
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ioproc[d]= grid->_processor_coor[d];
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} else {
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range[d] = grid->_gdimensions[d];
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start[d] = 0;
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ioproc[d]= 0;
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if ( grid->_processor_coor[d] != 0 ) IOnode = 0;
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}
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slice_vol = slice_vol * range[d];
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}
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{
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uint32_t tmp = IOnode;
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grid->GlobalSum(tmp);
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std::cout<< std::dec ;
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std::cout<< GridLogMessage<< "Parallel read I/O to "<< file << " with " <<tmp<< " IOnodes for subslice ";
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for(int d=0;d<grid->_ndimension;d++){
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std::cout<< range[d];
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if( d< grid->_ndimension-1 )
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std::cout<< " x ";
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}
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std::cout << std::endl;
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}
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GridStopWatch timer; timer.Start();
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uint64_t bytes=0;
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int myrank = grid->ThisRank();
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int iorank = grid->RankFromProcessorCoor(ioproc);
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if ( IOnode ) {
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fin.open(file,std::ios::binary|std::ios::in);
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}
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//////////////////////////////////////////////////////////
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// Find the location of each site and send to primary node
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// Take loop order from Chroma; defines loop order now that NERSC doc no longer
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// available (how short sighted is that?)
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//////////////////////////////////////////////////////////
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Umu = zero;
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static uint32_t csum; csum=0;
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fobj fileObj;
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static sobj siteObj; // Static to place in symmetric region for SHMEM
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// need to implement these loops in Nd independent way with a lexico conversion
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for(int tlex=0;tlex<slice_vol;tlex++){
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std::vector<int> tsite(nd); // temporary mixed up site
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std::vector<int> gsite(nd);
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std::vector<int> lsite(nd);
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std::vector<int> iosite(nd);
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Lexicographic::CoorFromIndex(tsite,tlex,range);
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for(int d=0;d<nd;d++){
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|
lsite[d] = tsite[d]%grid->_ldimensions[d]; // local site
|
|
gsite[d] = tsite[d]+start[d]; // global site
|
|
}
|
|
|
|
/////////////////////////
|
|
// Get the rank of owner of data
|
|
/////////////////////////
|
|
int rank, o_idx,i_idx, g_idx;
|
|
grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gsite);
|
|
grid->GlobalCoorToGlobalIndex(gsite,g_idx);
|
|
|
|
////////////////////////////////
|
|
// iorank reads from the seek
|
|
////////////////////////////////
|
|
if (myrank == iorank) {
|
|
|
|
fin.seekg(offset+g_idx*sizeof(fileObj));
|
|
fin.read((char *)&fileObj,sizeof(fileObj));
|
|
bytes+=sizeof(fileObj);
|
|
|
|
if(ieee32big) be32toh_v((void *)&fileObj,sizeof(fileObj));
|
|
if(ieee32) le32toh_v((void *)&fileObj,sizeof(fileObj));
|
|
if(ieee64big) be64toh_v((void *)&fileObj,sizeof(fileObj));
|
|
if(ieee64) le64toh_v((void *)&fileObj,sizeof(fileObj));
|
|
|
|
munge(fileObj,siteObj,csum);
|
|
|
|
}
|
|
|
|
// Possibly do transport through pt2pt
|
|
if ( rank != iorank ) {
|
|
if ( (myrank == rank) || (myrank==iorank) ) {
|
|
grid->SendRecvPacket((void *)&siteObj,(void *)&siteObj,iorank,rank,sizeof(siteObj));
|
|
}
|
|
}
|
|
// Poke at destination
|
|
if ( myrank == rank ) {
|
|
pokeLocalSite(siteObj,Umu,lsite);
|
|
}
|
|
grid->Barrier(); // necessary?
|
|
}
|
|
|
|
grid->GlobalSum(csum);
|
|
grid->GlobalSum(bytes);
|
|
grid->Barrier();
|
|
|
|
timer.Stop();
|
|
std::cout<<GridLogPerformance<<"readObjectParallel: read "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
|
|
<< (double)bytes/timer.useconds() <<" MB/s " <<std::endl;
|
|
|
|
return csum;
|
|
}
|
|
|
|
//////////////////////////////////////////////////////////
|
|
// Parallel writer
|
|
//////////////////////////////////////////////////////////
|
|
template<class vobj,class fobj,class munger>
|
|
static inline uint32_t writeObjectParallel(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string & format)
|
|
{
|
|
typedef typename vobj::scalar_object sobj;
|
|
GridBase *grid = Umu._grid;
|
|
|
|
int ieee32big = (format == std::string("IEEE32BIG"));
|
|
int ieee32 = (format == std::string("IEEE32"));
|
|
int ieee64big = (format == std::string("IEEE64BIG"));
|
|
int ieee64 = (format == std::string("IEEE64"));
|
|
|
|
int nd = grid->_ndimension;
|
|
for(int d=0;d<nd;d++){
|
|
assert(grid->CheckerBoarded(d) == 0);
|
|
}
|
|
|
|
std::vector<int> parallel(nd,1);
|
|
std::vector<int> ioproc (nd);
|
|
std::vector<int> start(nd);
|
|
std::vector<int> range(nd);
|
|
|
|
uint64_t slice_vol = 1;
|
|
|
|
int IOnode = 1;
|
|
|
|
for(int d=0;d<grid->_ndimension;d++) {
|
|
|
|
if ( d!= grid->_ndimension-1 ) parallel[d] = 0;
|
|
|
|
if (parallel[d]) {
|
|
range[d] = grid->_ldimensions[d];
|
|
start[d] = grid->_processor_coor[d]*range[d];
|
|
ioproc[d]= grid->_processor_coor[d];
|
|
} else {
|
|
range[d] = grid->_gdimensions[d];
|
|
start[d] = 0;
|
|
ioproc[d]= 0;
|
|
|
|
if ( grid->_processor_coor[d] != 0 ) IOnode = 0;
|
|
}
|
|
|
|
slice_vol = slice_vol * range[d];
|
|
}
|
|
|
|
{
|
|
uint32_t tmp = IOnode;
|
|
grid->GlobalSum(tmp);
|
|
std::cout<< GridLogMessage<< "Parallel write I/O from "<< file << " with " <<tmp<< " IOnodes for subslice ";
|
|
for(int d=0;d<grid->_ndimension;d++){
|
|
std::cout<< range[d];
|
|
if( d< grid->_ndimension-1 )
|
|
std::cout<< " x ";
|
|
}
|
|
std::cout << std::endl;
|
|
}
|
|
|
|
GridStopWatch timer; timer.Start();
|
|
uint64_t bytes=0;
|
|
|
|
int myrank = grid->ThisRank();
|
|
int iorank = grid->RankFromProcessorCoor(ioproc);
|
|
|
|
// Take into account block size of parallel file systems want about
|
|
// 4-16MB chunks.
|
|
// Ideally one reader/writer per xy plane and read these contiguously
|
|
// with comms from nominated I/O nodes.
|
|
std::ofstream fout;
|
|
if ( IOnode ) fout.open(file,std::ios::binary|std::ios::in|std::ios::out);
|
|
|
|
//////////////////////////////////////////////////////////
|
|
// Find the location of each site and send to primary node
|
|
// Take loop order from Chroma; defines loop order now that NERSC doc no longer
|
|
// available (how short sighted is that?)
|
|
//////////////////////////////////////////////////////////
|
|
|
|
uint32_t csum=0;
|
|
fobj fileObj;
|
|
static sobj siteObj; // static for SHMEM target; otherwise dynamic allocate with AlignedAllocator
|
|
|
|
// should aggregate a whole chunk and then write.
|
|
// need to implement these loops in Nd independent way with a lexico conversion
|
|
for(int tlex=0;tlex<slice_vol;tlex++){
|
|
|
|
std::vector<int> tsite(nd); // temporary mixed up site
|
|
std::vector<int> gsite(nd);
|
|
std::vector<int> lsite(nd);
|
|
std::vector<int> iosite(nd);
|
|
|
|
Lexicographic::CoorFromIndex(tsite,tlex,range);
|
|
|
|
for(int d=0;d<nd;d++){
|
|
lsite[d] = tsite[d]%grid->_ldimensions[d]; // local site
|
|
gsite[d] = tsite[d]+start[d]; // global site
|
|
}
|
|
|
|
|
|
/////////////////////////
|
|
// Get the rank of owner of data
|
|
/////////////////////////
|
|
int rank, o_idx,i_idx, g_idx;
|
|
grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gsite);
|
|
grid->GlobalCoorToGlobalIndex(gsite,g_idx);
|
|
|
|
////////////////////////////////
|
|
// iorank writes from the seek
|
|
////////////////////////////////
|
|
|
|
// Owner of data peeks it
|
|
peekLocalSite(siteObj,Umu,lsite);
|
|
|
|
// Pair of nodes may need to do pt2pt send
|
|
if ( rank != iorank ) { // comms is necessary
|
|
if ( (myrank == rank) || (myrank==iorank) ) { // and we have to do it
|
|
// Send to IOrank
|
|
grid->SendRecvPacket((void *)&siteObj,(void *)&siteObj,rank,iorank,sizeof(siteObj));
|
|
}
|
|
}
|
|
|
|
grid->Barrier(); // necessary?
|
|
|
|
if (myrank == iorank) {
|
|
|
|
munge(siteObj,fileObj,csum);
|
|
|
|
if(ieee32big) htobe32_v((void *)&fileObj,sizeof(fileObj));
|
|
if(ieee32) htole32_v((void *)&fileObj,sizeof(fileObj));
|
|
if(ieee64big) htobe64_v((void *)&fileObj,sizeof(fileObj));
|
|
if(ieee64) htole64_v((void *)&fileObj,sizeof(fileObj));
|
|
|
|
fout.seekp(offset+g_idx*sizeof(fileObj));
|
|
fout.write((char *)&fileObj,sizeof(fileObj));
|
|
bytes+=sizeof(fileObj);
|
|
}
|
|
}
|
|
|
|
grid->GlobalSum(csum);
|
|
grid->GlobalSum(bytes);
|
|
|
|
timer.Stop();
|
|
std::cout<<GridLogPerformance<<"writeObjectParallel: wrote "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
|
|
<< (double)bytes/timer.useconds() <<" MB/s " <<std::endl;
|
|
|
|
return csum;
|
|
}
|
|
|
|
};
|
|
|
|
}
|
|
|
|
#endif
|