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Rerecord, not fade away !
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@@ -103,6 +103,9 @@ int PowerIterations = 0; // >0: power-iterate the smoother operators
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std::string FineSmootherMode = "gcr";
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std::string CoarseSmootherMode = "gcr";
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int PolyRecordIters = 4;
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int PolyRecordStart = 0; // outer step at which recording begins (0: from the first step)
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std::string PolyRecordSelect = "last"; // which recorded call to replay: last|first|mean (mean is the bad one)
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int PolyRefresh = 0; // >0: every PolyRefresh outer steps, one adaptive step re-records the polynomial (HDCG: every 10)
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int PolyVerbose = 0; // 1: fixed-polynomial smoothers print |r_m|/|r_0| per call
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RealD FineChebLo = 3.0, FineChebHi = 137.0; // from the harvested polynomial and PowerIterations edge
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RealD CoarseChebLo = 8.0, CoarseChebHi = 45.0;
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@@ -153,6 +156,9 @@ void ParseEnvironment(void)
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if(getenv("FineSmootherMode")) FineSmootherMode = getenv("FineSmootherMode");
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if(getenv("CoarseSmootherMode")) CoarseSmootherMode = getenv("CoarseSmootherMode");
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if(getenv("PolyRecordIters")) PolyRecordIters = atoi(getenv("PolyRecordIters"));
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if(getenv("PolyRecordStart")) PolyRecordStart = atoi(getenv("PolyRecordStart"));
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if(getenv("PolyRecordSelect")) PolyRecordSelect = getenv("PolyRecordSelect");
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if(getenv("PolyRefresh")) PolyRefresh = atoi(getenv("PolyRefresh"));
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if(getenv("PolyVerbose")) PolyVerbose = atoi(getenv("PolyVerbose"));
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if(getenv("FineChebLo")) FineChebLo = atof(getenv("FineChebLo"));
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if(getenv("FineChebHi")) FineChebHi = atof(getenv("FineChebHi"));
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@@ -550,6 +556,17 @@ public:
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int main (int argc, char ** argv)
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{
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// GRID_MPI_THREAD_MULTIPLE=1: initialise MPI at MPI_THREAD_MULTIPLE before
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// Grid_init (Grid asks for SERIALIZED). The SLATE harness does this and its
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// copy of the 2D inverse ran at ~2x the production ring rate (62 s vs
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// 133-141 s). Second hypothesis behind OMP_NUM_THREADS; test one at a time.
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// Pair with MPICH_MAX_THREAD_SAFETY=multiple.
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if ( getenv("GRID_MPI_THREAD_MULTIPLE") ) {
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int provided = 0;
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MPI_Init_thread(&argc, &argv, MPI_THREAD_MULTIPLE, &provided);
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std::cout << "GRID_MPI_THREAD_MULTIPLE: requested MPI_THREAD_MULTIPLE, provided " << provided
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<< (provided==MPI_THREAD_MULTIPLE ? " (MULTIPLE)" : " (NOT multiple)") << std::endl;
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}
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Grid_init(&argc,&argv);
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ParseEnvironment();
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@@ -991,6 +1008,12 @@ int main (int argc, char ** argv)
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std::unique_ptr<GCRReplaySmoother<LatticeFermionD> > FineReplay;
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std::unique_ptr<GCRReplaySmoother<CoarseVector> > CoarseReplay;
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GCRCoefficients recF, recC;
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{
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GCRCoefficients::Select sel = GCRCoefficients::Last;
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if ( PolyRecordSelect=="first" ) sel = GCRCoefficients::First;
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if ( PolyRecordSelect=="mean" ) sel = GCRCoefficients::Mean;
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recF.select = sel; recC.select = sel;
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}
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if ( FineSmootherMode == "cheb" ) {
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FineCheb.reset(new ChebyshevNonHermitianSmoother<LatticeFermionD>(FineChebLo,FineChebHi,FineSmootherOrder,ShiftedPVdagM));
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FineCheb->Verbose = PolyVerbose; FineCheb->name = "Fsmoother";
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@@ -1001,29 +1024,58 @@ int main (int argc, char ** argv)
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CoarseCheb->Verbose = PolyVerbose; CoarseCheb->name = "Csmoother";
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CoarseSmootherSlot.Set(*CoarseCheb,"Csmoother Chebyshev");
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}
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if ( FineSmootherMode == "replay" ) SmootherGCR.SetCoefficientRecorder(&recF);
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if ( CoarseSmootherMode == "replay" ) CoarseSmootherGCR.SetCoefficientRecorder(&recC);
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L1PGCR.OnStep = [&](int step){
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if ( step != PolyRecordIters ) return;
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// Recording window [PolyRecordStart, PolyRecordStart+PolyRecordIters).
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// M3 (2026-08-26): the GCR polynomial changes fast over the first outer
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// steps (per-call |r|/|r0| 0.0034 -> 0.017 over steps 1-4) and the MEAN
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// of those is a poor smoother (replay 0.033-0.049 per call); record a
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// settled window instead.
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if ( PolyRecordStart == 0 ) {
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if ( FineSmootherMode == "replay" ) SmootherGCR.SetCoefficientRecorder(&recF);
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if ( CoarseSmootherMode == "replay" ) CoarseSmootherGCR.SetCoefficientRecorder(&recC);
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}
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// Record -> replay, with optional periodic re-recording ("re-record, not
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// fade away": HDCG refreshed its polynomial every 10 steps, tracking the
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// evolving spectral content of the residual). Schedule on outer steps:
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// [PolyRecordStart, +PolyRecordIters) adaptive GCR, recording
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// then replay of the selected recorded call;
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// if PolyRefresh>0: every PolyRefresh steps, ONE adaptive recording
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// step, then replay of that call.
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auto BuildReplays = [&](void){
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if ( FineSmootherMode == "replay" ) {
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SmootherGCR.SetCoefficientRecorder(nullptr);
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recF.Report("Fsmoother");
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recF.Flush(); recF.Report("Fsmoother");
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FineReplay.reset(new GCRReplaySmoother<LatticeFermionD>(ShiftedPVdagM,recF));
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FineReplay->Verbose = PolyVerbose; FineReplay->name = "Fsmoother";
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FineSmootherSlot.Set(*FineReplay,"Fsmoother replay");
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SmootherGCR.ReleaseHistory(); // memory-neutral swap: the GCR's history goes as the replay's comes
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SmootherGCR.ReleaseHistory();
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}
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if ( CoarseSmootherMode == "replay" ) {
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CoarseSmootherGCR.SetCoefficientRecorder(nullptr);
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recC.Report("Csmoother");
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recC.Flush(); recC.Report("Csmoother");
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CoarseReplay.reset(new GCRReplaySmoother<CoarseVector>(ShiftedC,recC));
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CoarseReplay->Verbose = PolyVerbose; CoarseReplay->name = "Csmoother";
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CoarseSmootherSlot.Set(*CoarseReplay,"Csmoother replay");
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CoarseSmootherGCR.ReleaseHistory();
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}
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};
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auto StartRecording = [&](int step){
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if ( FineSmootherMode == "replay" ) { { auto sel=recF.select; recF = GCRCoefficients(); recF.select=sel; } SmootherGCR.SetCoefficientRecorder(&recF); FineSmootherSlot.Set(SmootherGCR,"Fsmoother GCR (recording)"); }
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if ( CoarseSmootherMode == "replay" ) { { auto sel=recC.select; recC = GCRCoefficients(); recC.select=sel; } CoarseSmootherGCR.SetCoefficientRecorder(&recC); CoarseSmootherSlot.Set(CoarseSmootherGCR,"Csmoother GCR (recording)"); }
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std::cout << GridLogMessage << "Smoother coefficient recording starts at outer step " << step << std::endl;
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};
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int switchStep = PolyRecordStart + PolyRecordIters;
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L1PGCR.OnStep = [&](int step){
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if ( FineSmootherMode != "replay" && CoarseSmootherMode != "replay" ) return;
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if ( step == PolyRecordStart && PolyRecordStart > 0 ) StartRecording(step);
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if ( step == switchStep ) { BuildReplays(); return; }
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if ( PolyRefresh > 0 && step > switchStep ) {
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int since = step - switchStep;
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if ( since % PolyRefresh == 0 ) { StartRecording(step); } // one adaptive, recorded step
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if ( since % PolyRefresh == 1 ) { BuildReplays(); } // then replay it
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}
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};
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std::cout << GridLogMessage << "Smoother modes: fine " << FineSmootherMode << " coarse " << CoarseSmootherMode
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<< (FineSmootherMode=="replay"||CoarseSmootherMode=="replay" ? " (record for "+std::to_string(PolyRecordIters)+" outer steps)" : "")
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<< (FineSmootherMode=="replay"||CoarseSmootherMode=="replay" ? " (record outer steps "+std::to_string(PolyRecordStart)+".."+std::to_string(PolyRecordStart+PolyRecordIters)+")" : "")
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<< std::endl;
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std::vector<LatticeFermionD> src(nr,FGrid), sol(nr,FGrid);
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