portelli/Grid
1
0
Fork 0
mirror of https://github.com/paboyle/Grid.git synced 2025-06-13 04:37:05 +01:00
Code Releases Activity

Merge pull request #424 from giltirn/feature/dirichlet-precchange

Browse Source 
Precision change implementation
This commit is contained in:
Peter Boyle
2023-03-22 23:04:52 -04:00
committed by GitHub
parent 52384e34cf 83d86943db
commit 23298acb81
9 changed files with 744 additions and 19 deletions
Download Patch File Download Diff File Expand all files Collapse all files

124
tests/core/Test_prec_change.cc Normal file
View File

@ -0,0 +1,124 @@
/*************************************************************************************
Grid physics library, www.github.com/paboyle/Grid
Source file: ./tests/core/Test_prec_change.cc
Copyright (C) 2015
Author: Christopher Kelly <ckelly@bnl.gov>
Author: Peter Boyle <paboyle@ph.ed.ac.uk>
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License along
with this program; if not, write to the Free Software Foundation, Inc.,
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
See the full license in the file "LICENSE" in the top level distribution directory
*************************************************************************************/
/* END LEGAL */
#include <Grid/Grid.h>
using namespace std;
using namespace Grid;
int main (int argc, char ** argv)
{
Grid_init(&argc,&argv);
int Ls = 12;
Coordinate latt4 = GridDefaultLatt();
GridCartesian * UGridD = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexD::Nsimd()),GridDefaultMpi());
GridRedBlackCartesian * UrbGridD = SpaceTimeGrid::makeFourDimRedBlackGrid(UGridD);
GridCartesian * FGridD = SpaceTimeGrid::makeFiveDimGrid(Ls,UGridD);
GridRedBlackCartesian * FrbGridD = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGridD);
GridCartesian * UGridF = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexF::Nsimd()),GridDefaultMpi());
GridRedBlackCartesian * UrbGridF = SpaceTimeGrid::makeFourDimRedBlackGrid(UGridF);
GridCartesian * FGridF = SpaceTimeGrid::makeFiveDimGrid(Ls,UGridF);
GridRedBlackCartesian * FrbGridF = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGridF);
std::vector<int> seeds4({1,2,3,4});
std::vector<int> seeds5({5,6,7,8});
std::cout << GridLogMessage << "Initialising 5d RNG" << std::endl;
GridParallelRNG RNG5(FGridD); RNG5.SeedFixedIntegers(seeds5);
GridParallelRNG RNG5F(FGridF); RNG5F.SeedFixedIntegers(seeds5);
std::cout << GridLogMessage << "Initialised RNGs" << std::endl;
LatticeFermionD field_d(FGridD), tmp_d(FGridD);
random(RNG5,field_d);
RealD norm2_field_d = norm2(field_d);
LatticeFermionD2 field_d2(FGridF), tmp_d2(FGridF);
random(RNG5F,field_d2);
RealD norm2_field_d2 = norm2(field_d2);
LatticeFermionF field_f(FGridF);
//Test original implementation
{
std::cout << GridLogMessage << "Testing original implementation" << std::endl;
field_f = Zero();
precisionChangeOrig(field_f,field_d);
RealD Ndiff = (norm2_field_d - norm2(field_f))/norm2_field_d;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of single and double prec fields differs by " << Ndiff << std::endl;
tmp_d = Zero();
precisionChangeOrig(tmp_d, field_f);
Ndiff = norm2( LatticeFermionD(tmp_d-field_d) ) / norm2_field_d;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of back-converted and original double prec fields differs by " << Ndiff << std::endl;
}
//Test new implementation with pregenerated workspace
{
std::cout << GridLogMessage << "Testing new implementation with pregenerated workspace" << std::endl;
precisionChangeWorkspace wk_sp_to_dp(field_d.Grid(),field_f.Grid());
precisionChangeWorkspace wk_dp_to_sp(field_f.Grid(),field_d.Grid());
field_f = Zero();
precisionChange(field_f,field_d,wk_dp_to_sp);
RealD Ndiff = (norm2_field_d - norm2(field_f))/norm2_field_d;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of single and double prec fields differs by " << Ndiff << std::endl;
tmp_d = Zero();
precisionChange(tmp_d, field_f,wk_sp_to_dp);
Ndiff = norm2( LatticeFermionD(tmp_d-field_d) ) / norm2_field_d;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of back-converted and original double prec fields differs by " << Ndiff << std::endl;
}
//Test new implementation without pregenerated workspace
{
std::cout << GridLogMessage << "Testing new implementation without pregenerated workspace" << std::endl;
field_f = Zero();
precisionChange(field_f,field_d);
RealD Ndiff = (norm2_field_d - norm2(field_f))/norm2_field_d;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of single and double prec fields differs by " << Ndiff << std::endl;
tmp_d = Zero();
precisionChange(tmp_d, field_f);
Ndiff = norm2( LatticeFermionD(tmp_d-field_d) ) / norm2_field_d;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of back-converted and original double prec fields differs by " << Ndiff << std::endl;
}
//Test fast implementation
{
std::cout << GridLogMessage << "Testing fast (double2) implementation" << std::endl;
field_f = Zero();
precisionChangeFast(field_f,field_d2);
RealD Ndiff = (norm2_field_d2 - norm2(field_f))/norm2_field_d2;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of single and double prec fields differs by " << Ndiff << std::endl;
tmp_d2 = Zero();
precisionChangeFast(tmp_d2, field_f);
Ndiff = norm2( LatticeFermionD2(tmp_d2-field_d2) ) / norm2_field_d2;
std::cout << GridLogMessage << (fabs(Ndiff) > 1e-05 ? "!!FAIL" : "Pass") << ": relative norm2 of back-converted and original double prec fields differs by " << Ndiff << std::endl;
}
std::cout << "Done" << std::endl;
Grid_finalize();
}

122
tests/solver/Test_dwf_mixedcg_prec.cc Normal file
View File

@ -0,0 +1,122 @@
/*************************************************************************************
Grid physics library, www.github.com/paboyle/Grid
Source file: ./tests/Test_dwf_cg_prec.cc
Copyright (C) 2015
Author: Peter Boyle <paboyle@ph.ed.ac.uk>
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License along
with this program; if not, write to the Free Software Foundation, Inc.,
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
See the full license in the file "LICENSE" in the top level distribution directory
*************************************************************************************/
/* END LEGAL */
#include <Grid/Grid.h>
//using namespace std;
using namespace Grid;
int main (int argc, char ** argv)
{
Grid_init(&argc,&argv);
const int Ls=12;
std::cout << GridLogMessage << "::::: NB: to enable a quick bit reproducibility check use the --checksums flag. " << std::endl;
GridCartesian * UGrid = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexD::Nsimd()),GridDefaultMpi());
GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
GridCartesian * FGrid = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
GridCartesian * UGrid_f = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexF::Nsimd()),GridDefaultMpi());
GridRedBlackCartesian * UrbGrid_f = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid_f);
GridCartesian * FGrid_f = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid_f);
GridRedBlackCartesian * FrbGrid_f = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid_f);
std::vector<int> seeds4({1,2,3,4});
std::vector<int> seeds5({5,6,7,8});
GridParallelRNG RNG5(FGrid); RNG5.SeedFixedIntegers(seeds5);
GridParallelRNG RNG4(UGrid); RNG4.SeedFixedIntegers(seeds4);
LatticeFermionD src(FGrid); random(RNG5,src);
LatticeFermionD result(FGrid); result=Zero();
LatticeGaugeFieldD Umu(UGrid);
LatticeGaugeFieldF Umu_f(UGrid_f);
SU<Nc>::HotConfiguration(RNG4,Umu);
precisionChange(Umu_f,Umu);
RealD mass=0.1;
RealD M5=1.8;
DomainWallFermionD Ddwf(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
DomainWallFermionF Ddwf_f(Umu_f,*FGrid_f,*FrbGrid_f,*UGrid_f,*UrbGrid_f,mass,M5);
LatticeFermionD src_o(FrbGrid);
LatticeFermionD result_o(FrbGrid);
LatticeFermionD result_o_2(FrbGrid);
pickCheckerboard(Odd,src_o,src);
result_o.Checkerboard() = Odd;
result_o = Zero();
result_o_2.Checkerboard() = Odd;
result_o_2 = Zero();
SchurDiagMooeeOperator<DomainWallFermionD,LatticeFermionD> HermOpEO(Ddwf);
SchurDiagMooeeOperator<DomainWallFermionF,LatticeFermionF> HermOpEO_f(Ddwf_f);
std::cout << GridLogMessage << "::::::::::::: Starting mixed CG" << std::endl;
MixedPrecisionConjugateGradient<LatticeFermionD,LatticeFermionF> mCG(1.0e-8, 10000, 50, FrbGrid_f, HermOpEO_f, HermOpEO);
double t1,t2,flops;
double MdagMsiteflops = 1452; // Mobius (real coeffs)
// CG overhead: 8 inner product, 4+8 axpy_norm, 4+4 linear comb (2 of)
double CGsiteflops = (8+4+8+4+4)*Nc*Ns ;
std:: cout << " MdagM site flops = "<< 4*MdagMsiteflops<<std::endl;
std:: cout << " CG site flops = "<< CGsiteflops <<std::endl;
result_o = Zero();
t1=usecond();
mCG(src_o,result_o);
t2=usecond();
int iters = mCG.TotalInnerIterations; //Number of inner CG iterations
flops = MdagMsiteflops*4*FrbGrid->gSites()*iters;
flops+= CGsiteflops*FrbGrid->gSites()*iters;
std::cout << " SinglePrecision iterations/sec "<< iters/(t2-t1)*1000.*1000.<<std::endl;
std::cout << " SinglePrecision GF/s "<< flops/(t2-t1)/1000.<<std::endl;
std::cout << GridLogMessage << "::::::::::::: Starting regular CG" << std::endl;
ConjugateGradient<LatticeFermionD> CG(1.0e-8,10000);
result_o_2 = Zero();
t1=usecond();
CG(HermOpEO,src_o,result_o_2);
t2=usecond();
iters = CG.IterationsToComplete;
flops = MdagMsiteflops*4*FrbGrid->gSites()*iters;
flops+= CGsiteflops*FrbGrid->gSites()*iters;
std::cout << " DoublePrecision iterations/sec "<< iters/(t2-t1)*1000.*1000.<<std::endl;
std::cout << " DoublePrecision GF/s "<< flops/(t2-t1)/1000.<<std::endl;
LatticeFermionD diff_o(FrbGrid);
RealD diff = axpy_norm(diff_o, -1.0, result_o, result_o_2);
std::cout << GridLogMessage << "::::::::::::: Diff between mixed and regular CG: " << diff << std::endl;
MemoryManager::Print();
Grid_finalize();
}

143
tests/solver/Test_dwf_relupcg_prec.cc Normal file
View File

@ -0,0 +1,143 @@
/*************************************************************************************
Grid physics library, www.github.com/paboyle/Grid
Source file: ./tests/solver/Test_dwf_relupcg_prec.cc
Copyright (C) 2015
Author: Christopher Kelly <ckelly@bnl.gov>
Author: Peter Boyle <paboyle@ph.ed.ac.uk>
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License along
with this program; if not, write to the Free Software Foundation, Inc.,
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
See the full license in the file "LICENSE" in the top level distribution directory
*************************************************************************************/
/* END LEGAL */
#include <Grid/Grid.h>
using namespace std;
using namespace Grid;
int main (int argc, char ** argv)
{
Grid_init(&argc,&argv);
double relup_delta = 0.2;
for(int i=1;i<argc-1;i++){
std::string sarg = argv[i];
if(sarg == "--relup_delta"){
std::stringstream ss; ss << argv[i+1]; ss >> relup_delta;
std::cout << GridLogMessage << "Set reliable update Delta to " << relup_delta << std::endl;
}
}
const int Ls=12;
{
GridCartesian * UGrid = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexD::Nsimd()),GridDefaultMpi());
GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
GridCartesian * FGrid = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
GridCartesian * UGrid_f = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexF::Nsimd()),GridDefaultMpi());
GridRedBlackCartesian * UrbGrid_f = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid_f);
GridCartesian * FGrid_f = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid_f);
GridRedBlackCartesian * FrbGrid_f = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid_f);
std::vector<int> seeds4({1,2,3,4});
std::vector<int> seeds5({5,6,7,8});
GridParallelRNG RNG5(FGrid); RNG5.SeedFixedIntegers(seeds5);
GridParallelRNG RNG4(UGrid); RNG4.SeedFixedIntegers(seeds4);
LatticeFermionD src(FGrid); random(RNG5,src);
LatticeFermionD result(FGrid); result=Zero();
LatticeGaugeFieldD Umu(UGrid);
LatticeGaugeFieldF Umu_f(UGrid_f);
SU<Nc>::HotConfiguration(RNG4,Umu);
precisionChange(Umu_f,Umu);
RealD mass=0.1;
RealD M5=1.8;
DomainWallFermionD Ddwf(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
DomainWallFermionF Ddwf_f(Umu_f,*FGrid_f,*FrbGrid_f,*UGrid_f,*UrbGrid_f,mass,M5);
LatticeFermionD src_o(FrbGrid);
LatticeFermionD result_o(FrbGrid);
LatticeFermionD result_o_2(FrbGrid);
pickCheckerboard(Odd,src_o,src);
result_o.Checkerboard() = Odd;
result_o = Zero();
result_o_2.Checkerboard() = Odd;
result_o_2 = Zero();
SchurDiagMooeeOperator<DomainWallFermionD,LatticeFermionD> HermOpEO(Ddwf);
SchurDiagMooeeOperator<DomainWallFermionF,LatticeFermionF> HermOpEO_f(Ddwf_f);
std::cout << GridLogMessage << "::::::::::::: Starting mixed CG" << std::endl;
ConjugateGradientReliableUpdate<LatticeFermionD,LatticeFermionF> mCG(1e-8, 10000, relup_delta, FrbGrid_f, HermOpEO_f, HermOpEO);
double t1,t2,flops;
double MdagMsiteflops = 1452; // Mobius (real coeffs)
// CG overhead: 8 inner product, 4+8 axpy_norm, 4+4 linear comb (2 of)
double CGsiteflops = (8+4+8+4+4)*Nc*Ns ;
std:: cout << " MdagM site flops = "<< 4*MdagMsiteflops<<std::endl;
std:: cout << " CG site flops = "<< CGsiteflops <<std::endl;
int iters, iters_cleanup, relups, tot_iters;
for(int i=0;i<10;i++){
result_o = Zero();
t1=usecond();
mCG(src_o,result_o);
t2=usecond();
iters = mCG.IterationsToComplete; //Number of single prec CG iterations
iters_cleanup = mCG.IterationsToCleanup;
relups = mCG.ReliableUpdatesPerformed;
tot_iters = iters + iters_cleanup + relups; //relup cost MdagM application in double
flops = MdagMsiteflops*4*FrbGrid->gSites()*tot_iters;
flops+= CGsiteflops*FrbGrid->gSites()*tot_iters;
std::cout << " SinglePrecision single prec iterations/sec "<< iters/(t2-t1)*1000.*1000.<<std::endl;
std::cout << " SinglePrecision double prec cleanup iterations/sec "<< iters_cleanup/(t2-t1)*1000.*1000.<<std::endl;
std::cout << " SinglePrecision reliable updates/sec "<< relups/(t2-t1)*1000.*1000.<<std::endl;
std::cout << " SinglePrecision GF/s "<< flops/(t2-t1)/1000.<<std::endl;
}
std::cout << GridLogMessage << "::::::::::::: Starting regular CG" << std::endl;
ConjugateGradient<LatticeFermionD> CG(1.0e-8,10000);
for(int i=0;i<1;i++){
result_o_2 = Zero();
t1=usecond();
CG(HermOpEO,src_o,result_o_2);
t2=usecond();
iters = CG.IterationsToComplete;
flops = MdagMsiteflops*4*FrbGrid->gSites()*iters;
flops+= CGsiteflops*FrbGrid->gSites()*iters;
std::cout << " DoublePrecision iterations/sec "<< iters/(t2-t1)*1000.*1000.<<std::endl;
std::cout << " DoublePrecision GF/s "<< flops/(t2-t1)/1000.<<std::endl;
}
// MemoryManager::Print();
LatticeFermionD diff_o(FrbGrid);
RealD diff = axpy_norm(diff_o, -1.0, result_o, result_o_2);
std::cout << GridLogMessage << "::::::::::::: Diff between mixed and regular CG: " << diff << std::endl;
}
MemoryManager::Print();
Grid_finalize();
}