Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Belos: Fix Belos solver behavior to handle NaNs #12792

Merged
merged 2 commits into from
Mar 2, 2024
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 9 additions & 0 deletions packages/belos/src/BelosBiCGStabSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -782,6 +782,15 @@ ReturnType BiCGStabSolMgr<ScalarType,MV,OP>::solve ()
"Belos::BiCGStabSolMgr::solve(): Invalid return from BiCGStabIter::iterate().");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::BiCGStabSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in BiCGStabIter::iterate() at iteration "
<< bicgstab_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosBlockCGSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -1015,6 +1015,15 @@ ReturnType BlockCGSolMgr<ScalarType,MV,OP,true>::solve() {
"to the Belos developers.");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::BlockCGSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
std::ostream& err = printer_->stream (Errors);
err << "Error! Caught std::exception in CGIteration::iterate() at "
Expand Down
13 changes: 11 additions & 2 deletions packages/belos/src/BelosBlockGCRODRSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -1964,7 +1964,7 @@ ReturnType BlockGCRODRSolMgr<ScalarType,MV,OP>::solve() {
tmpNumBlocks = dim / blockSize_; // Allow for a good breakdown.
else{
tmpNumBlocks = ( dim - blockSize_) / blockSize_; // Allow for restarting.
printer_->stream(Warnings) << "Belos::BlockGmresSolMgr::solve(): Warning! Requested Krylov subspace dimension is larger than operator dimension!"
printer_->stream(Warnings) << "Belos::BlockGCRODRSolMgr::solve(): Warning! Requested Krylov subspace dimension is larger than operator dimension!"
<< std::endl << "The maximum number of blocks allowed for the Krylov subspace will be adjusted to " << tmpNumBlocks << std::endl;
primeList.set("Num Blocks",Teuchos::as<int>(tmpNumBlocks));
}
Expand Down Expand Up @@ -2019,7 +2019,7 @@ ReturnType BlockGCRODRSolMgr<ScalarType,MV,OP>::solve() {
if ( expConvTest_->getLOADetected() ) {
// we don't have convergence
loaDetected_ = true;
printer_->stream(Warnings) << "Belos::BlockGmresSolMgr::solve(): Warning! Solver has experienced a loss of accuracy!" << std::endl;
printer_->stream(Warnings) << "Belos::BlockGCRODRSolMgr::solve(): Warning! Solver has experienced a loss of accuracy!" << std::endl;
}
}
// *******************************************
Expand Down Expand Up @@ -2054,6 +2054,15 @@ ReturnType BlockGCRODRSolMgr<ScalarType,MV,OP>::solve() {
isConverged = false;
}
} // end catch (const GmresIterationOrthoFailure &e)
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::BlockGCRODRSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in BlockGmresIter::iterate() at iteration "
<< block_gmres_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosBlockGmresSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -1142,6 +1142,15 @@ ReturnType BlockGmresSolMgr<ScalarType,MV,OP>::solve() {
break;
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::BlockGmresSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in BlockGmresIter::iterate() at iteration "
<< block_gmres_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosFixedPointSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -744,6 +744,15 @@ ReturnType FixedPointSolMgr<ScalarType,MV,OP>::solve() {
"to the Belos developers.");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::FixedPointSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
std::ostream& err = printer_->stream (Errors);
err << "Error! Caught std::exception in FixedPointIteration::iterate() at "
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosGCRODRSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -1518,6 +1518,15 @@ ReturnType GCRODRSolMgr<ScalarType,MV,OP,true>::solve() {
if (convTest_->getStatus() == Passed)
primeConverged = true;
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::GCRODRSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught exception in GCRODRIter::iterate() at iteration "
<< gcrodr_prime_iter->getNumIters() << std::endl
Expand Down
12 changes: 11 additions & 1 deletion packages/belos/src/BelosMinresSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -763,7 +763,17 @@ namespace Belos {
"nor reached the maximum number of iterations " << maxIters_
<< ". That means something went wrong.");
}
} catch (const std::exception &e) {
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MST::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::MinresSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream (Errors)
<< "Error! Caught std::exception in MinresIter::iterate() at "
<< "iteration " << minres_iter->getNumIters() << endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosPCPGSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -891,6 +891,15 @@ ReturnType PCPGSolMgr<ScalarType,MV,OP,true>::solve() {
"Belos::PCPGSolMgr::solve(): Invalid return from PCPGIter::iterate().");
} // end if
} // end try
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::PCPG::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught exception in PCPGIter::iterate() at iteration "
<< pcpg_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosPseudoBlockCGSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -920,6 +920,15 @@ ReturnType PseudoBlockCGSolMgr<ScalarType,MV,OP,true>::solve ()
"Belos::PseudoBlockCGSolMgr::solve(): Invalid return from PseudoBlockCGIter::iterate().");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::PseudoBlockCGSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in PseudoBlockCGIter::iterate() at iteration "
<< block_cg_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosPseudoBlockGmresSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -1469,6 +1469,15 @@ ReturnType PseudoBlockGmresSolMgr<ScalarType,MV,OP>::solve() {
isConverged = false;
break;
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::PseudoBlockGmresSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in PseudoBlockGmresIter::iterate() at iteration "
<< block_gmres_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosPseudoBlockTFQMRSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -807,6 +807,15 @@ ReturnType PseudoBlockTFQMRSolMgr<ScalarType,MV,OP>::solve() {
"Belos::PseudoBlockTFQMRSolMgr::solve(): Invalid return from PseudoBlockTFQMRIter::iterate().");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::PseudoBlockTFQMRSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in PseudoBlockTFQMRIter::iterate() at iteration "
<< block_tfqmr_iter->getNumIters() << std::endl
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosRCGSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -1748,6 +1748,15 @@ ReturnType RCGSolMgr<ScalarType,MV,OP,true>::solve() {
"Belos::RCGSolMgr::solve(): Invalid return from RCGIter::iterate().");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::RCGSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in RCGIter::iterate() at iteration "
<< rcg_iter->getNumIters() << std::endl
Expand Down
3 changes: 3 additions & 0 deletions packages/belos/src/BelosStatusTest.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -73,6 +73,9 @@ namespace Belos {
class StatusTestError : public BelosError
{public: StatusTestError(const std::string& what_arg) : BelosError(what_arg) {}};

class StatusTestNaNError : public StatusTestError
{public: StatusTestNaNError(const std::string& what_arg) : StatusTestError(what_arg) {}};

//@}

template <class ScalarType, class MV, class OP>
Expand Down
2 changes: 1 addition & 1 deletion packages/belos/src/BelosStatusTestGenResNorm.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -571,7 +571,7 @@ StatusType StatusTestGenResNorm<ScalarType,MV,OP>::checkStatus( Iteration<Scalar
} else {
// Throw an std::exception if a NaN is found.
status_ = Failed;
TEUCHOS_TEST_FOR_EXCEPTION(true,StatusTestError,"StatusTestGenResNorm::checkStatus(): NaN has been detected.");
TEUCHOS_TEST_FOR_EXCEPTION(true,StatusTestNaNError,"StatusTestGenResNorm::checkStatus(): NaN has been detected.");
}
}
}
Expand Down
2 changes: 1 addition & 1 deletion packages/belos/src/BelosStatusTestGenResSubNorm.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -493,7 +493,7 @@ class StatusTestGenResSubNorm<ScalarType,Thyra::MultiVectorBase<ScalarType>,Thyr
} else {
// Throw an std::exception if a NaN is found.
status_ = Failed;
TEUCHOS_TEST_FOR_EXCEPTION(true,StatusTestError,"StatusTestGenResSubNorm::checkStatus(): NaN has been detected.");
TEUCHOS_TEST_FOR_EXCEPTION(true,StatusTestNaNError,"StatusTestGenResSubNorm::checkStatus(): NaN has been detected.");
}
}
}
Expand Down
2 changes: 1 addition & 1 deletion packages/belos/src/BelosStatusTestImpResNorm.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -630,7 +630,7 @@ checkStatus (Iteration<ScalarType,MV,OP>* iSolver)
// tolerance is NaN; we assume the former. We also mark the
// test as failed, in case you want to catch the exception.
status_ = Failed;
TEUCHOS_TEST_FOR_EXCEPTION(true, StatusTestError, "Belos::"
TEUCHOS_TEST_FOR_EXCEPTION(true, StatusTestNaNError, "Belos::"
"StatusTestImpResNorm::checkStatus(): One or more of the current "
"implicit residual norms is NaN.");
}
Expand Down
9 changes: 9 additions & 0 deletions packages/belos/src/BelosTFQMRSolMgr.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -752,6 +752,15 @@ ReturnType TFQMRSolMgr<ScalarType,MV,OP>::solve() {
"Belos::TFQMRSolMgr::solve(): Invalid return from TFQMRIter::iterate().");
}
}
catch (const StatusTestNaNError& e) {
// A NaN was detected in the solver. Set the solution to zero and return unconverged.
achievedTol_ = MT::one();
Teuchos::RCP<MV> X = problem_->getLHS();
MVT::MvInit( *X, SCT::zero() );
printer_->stream(Warnings) << "Belos::TFQMRSolMgr::solve(): Warning! NaN has been detected!"
<< std::endl;
return Unconverged;
}
catch (const std::exception &e) {
printer_->stream(Errors) << "Error! Caught std::exception in TFQMRIter::iterate() at iteration "
<< tfqmr_iter->getNumIters() << std::endl
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,13 @@ TRIBITS_ADD_EXECUTABLE_AND_TEST(
COMM serial mpi
)

TRIBITS_ADD_EXECUTABLE_AND_TEST(
SolverFactoryNaN
SOURCES SolverFactoryNaN.cpp ${TEUCHOS_STD_UNIT_TEST_MAIN}
ARGS
COMM serial mpi
)

TRIBITS_ADD_EXECUTABLE_AND_TEST(
CustomSolverFactory
SOURCES CustomSolverFactory.cpp ${TEUCHOS_STD_UNIT_TEST_MAIN}
Expand Down
Loading
Loading