void ScaledModelEvaluator<Scalar>::evalModelImpl(
const ModelEvaluatorBase::InArgs<Scalar> &inArgs,
const ModelEvaluatorBase::OutArgs<Scalar> &outArgs
) const
{
using Teuchos::rcp;
using Teuchos::rcp_const_cast;
using Teuchos::rcp_dynamic_cast;
using Teuchos::OSTab;
typedef ScalarTraits<Scalar> ST;
typedef ModelEvaluatorBase MEB;
THYRA_MODEL_EVALUATOR_DECORATOR_EVAL_MODEL_BEGIN(
"Thyra::ScaledModelEvaluator",inArgs,outArgs
);
thyraModel->evalModel(inArgs, outArgs);
if (nonnull(f_scaling_)) {
const RCP<VectorBase<Scalar> > f = outArgs.get_f();
if (nonnull(f)) {
ele_wise_scale(*f_scaling_, f.ptr());
}
const RCP<LinearOpBase<Scalar> > W_op = outArgs.get_W_op();
if (nonnull(W_op)) {
const RCP<ScaledLinearOpBase<Scalar> > W_scaled =
rcp_dynamic_cast<ScaledLinearOpBase<Scalar> >(W_op, true);
W_scaled->scaleLeft(*f_scaling_);
}
}
THYRA_MODEL_EVALUATOR_DECORATOR_EVAL_MODEL_END();
}
void DefaultModelEvaluatorWithSolveFactory<Scalar>::evalModelImpl(
const ModelEvaluatorBase::InArgs<Scalar> &inArgs,
const ModelEvaluatorBase::OutArgs<Scalar> &outArgs
) const
{
typedef ModelEvaluatorBase MEB;
using Teuchos::rcp;
using Teuchos::rcp_const_cast;
using Teuchos::rcp_dynamic_cast;
using Teuchos::OSTab;
THYRA_MODEL_EVALUATOR_DECORATOR_EVAL_MODEL_BEGIN(
"Thyra::DefaultModelEvaluatorWithSolveFactory",inArgs,outArgs
);
Teuchos::Time timer("");
typedef Teuchos::VerboseObjectTempState<LinearOpWithSolveFactoryBase<Scalar> >
VOTSLOWSF;
VOTSLOWSF W_factory_outputTempState(W_factory_,out,verbLevel);
// InArgs
MEB::InArgs<Scalar> wrappedInArgs = thyraModel->createInArgs();
wrappedInArgs.setArgs(inArgs,true);
// OutArgs
MEB::OutArgs<Scalar> wrappedOutArgs = thyraModel->createOutArgs();
wrappedOutArgs.setArgs(outArgs,true);
RCP<LinearOpWithSolveBase<Scalar> > W;
RCP<const LinearOpBase<Scalar> > fwdW;
if( outArgs.supports(MEB::OUT_ARG_W) && (W = outArgs.get_W()).get() ) {
Thyra::uninitializeOp<Scalar>(*W_factory_, W.ptr(), outArg(fwdW));
{
// Handle this case later if we need to!
const bool both_W_and_W_op_requested = nonnull(outArgs.get_W_op());
TEUCHOS_TEST_FOR_EXCEPT(both_W_and_W_op_requested);
}
RCP<LinearOpBase<Scalar> > nonconst_fwdW;
if(fwdW.get()) {
nonconst_fwdW = rcp_const_cast<LinearOpBase<Scalar> >(fwdW);
}
else {
nonconst_fwdW = thyraModel->create_W_op();
fwdW = nonconst_fwdW;
}
wrappedOutArgs.set_W_op(nonconst_fwdW);
}
// Do the evaluation
if(out.get() && includesVerbLevel(verbLevel,Teuchos::VERB_LOW))
*out << "\nEvaluating the output functions on model \'"
<< thyraModel->description() << "\' ...\n";
timer.start(true);
thyraModel->evalModel(wrappedInArgs,wrappedOutArgs);
timer.stop();
if(out.get() && includesVerbLevel(verbLevel,Teuchos::VERB_LOW))
OSTab(out).o() << "\nTime to evaluate underlying model = "
<< timer.totalElapsedTime()<<" sec\n";
// Postprocess arguments
if(out.get() && includesVerbLevel(verbLevel,Teuchos::VERB_LOW))
*out << "\nPost processing the output objects ...\n";
timer.start(true);
if( W.get() ) {
Thyra::initializeOp<Scalar>(*W_factory_, fwdW, W.ptr());
W->setVerbLevel(this->getVerbLevel());
W->setOStream(this->getOStream());
}
timer.stop();
if(out.get() && includesVerbLevel(verbLevel,Teuchos::VERB_LOW))
OSTab(out).o() << "\nTime to process output objects = "
<< timer.totalElapsedTime()<<" sec\n";
THYRA_MODEL_EVALUATOR_DECORATOR_EVAL_MODEL_END();
}
void VanderPolModel::evalModelImpl(
const ModelEvaluatorBase::InArgs<double> &inArgs,
const ModelEvaluatorBase::OutArgs<double> &outArgs
) const
{
using Teuchos::as;
using Teuchos::outArg;
using Teuchos::optInArg;
using Teuchos::inOutArg;
using Sacado::Fad::DFad;
TEST_FOR_EXCEPTION( !isInitialized_, std::logic_error,
"Error, setParameterList must be called first!\n"
);
const RCP<const VectorBase<double> > x_in = inArgs.get_x().assert_not_null();
Thyra::ConstDetachedVectorView<double> x_in_view( *x_in );
double t = inArgs.get_t();
double eps = epsilon_;
if (acceptModelParams_) {
const RCP<const VectorBase<double> > p_in = inArgs.get_p(0).assert_not_null();
Thyra::ConstDetachedVectorView<double> p_in_view( *p_in );
eps = p_in_view[0];
}
RCP<const VectorBase<double> > x_dot_in;
double alpha = -1.0;
double beta = -1.0;
if (isImplicit_) {
x_dot_in = inArgs.get_x_dot().assert_not_null();
alpha = inArgs.get_alpha();
beta = inArgs.get_beta();
}
const RCP<VectorBase<double> > f_out = outArgs.get_f();
const RCP<Thyra::LinearOpBase<double> > W_out = outArgs.get_W_op();
RCP<Thyra::MultiVectorBase<double> > DfDp_out;
if (acceptModelParams_) {
Derivative<double> DfDp = outArgs.get_DfDp(0);
DfDp_out = DfDp.getMultiVector();
}
// Determine how many derivatives we will compute
int num_derivs = 0;
if (nonnull(W_out)) {
num_derivs += 2;
if (isImplicit_) {
num_derivs += 2;
}
}
if (nonnull(DfDp_out))
num_derivs += 1;
// Set up the FAD derivative objects
int deriv_i = 0;
Array<DFad<double> > x_dot_fad;
int x_dot_idx_offset = 0;
if (isImplicit_) {
Thyra::ConstDetachedVectorView<double> x_dot_in_view( *x_dot_in );
if (nonnull(W_out)) {
x_dot_idx_offset = deriv_i;
x_dot_fad = convertToIndepVarFadArray<double>(x_dot_in_view.sv().values()(),
num_derivs, inOutArg(deriv_i));
}
else {
x_dot_fad = convertToPassiveFadArray<double>(x_dot_in_view.sv().values()());
}
}
Array<DFad<double> > x_fad;
int x_idx_offset = 0;
if (nonnull(W_out)) {
x_idx_offset = deriv_i;
x_fad = convertToIndepVarFadArray<double>(x_in_view.sv().values()(),
num_derivs, inOutArg(deriv_i));
}
else {
x_fad = convertToPassiveFadArray<double>(x_in_view.sv().values()());
}
DFad<double> eps_fad(eps); // Default passive
int eps_idx_offset = 0;
if (nonnull(DfDp_out)) {
eps_idx_offset = deriv_i;
eps_fad = DFad<double>(num_derivs, deriv_i++, eps);
}
// Compute the function
Array<DFad<double> > f_fad(2);
this->eval_f<DFad<double> >( x_dot_fad, x_fad, eps_fad, t, f_fad );
// Extract the output
if (nonnull(f_out)) {
Thyra::DetachedVectorView<double> f_out_view( *f_out );
for ( int i = 0; i < as<int>(f_fad.size()); ++i )
f_out_view[i] = f_fad[i].val();
}
if (nonnull(W_out)) {
const RCP<Thyra::MultiVectorBase<double> > matrix =
Teuchos::rcp_dynamic_cast<Thyra::MultiVectorBase<double> >(W_out, true);
Thyra::DetachedMultiVectorView<double> matrix_view( *matrix );
if (isImplicit_) {
for ( int i = 0; i < matrix_view.subDim(); ++i) {
for ( int j = 0; j < matrix_view.numSubCols(); ++j) {
matrix_view(i, j) = alpha * f_fad[i].dx(x_dot_idx_offset+j)
+ beta * f_fad[i].dx(x_idx_offset + j);
}
}
}
else {
for ( int i = 0; i < matrix_view.subDim(); ++i) {
for ( int j = 0; j < matrix_view.numSubCols(); ++j) {
matrix_view(i, j) = f_fad[i].dx(x_idx_offset + j);
}
}
}
}
if (nonnull(DfDp_out)) {
Thyra::DetachedMultiVectorView<double> DfDp_out_view( *DfDp_out );
for ( int i = 0; i < DfDp_out_view.subDim(); ++i )
DfDp_out_view(i,0) = f_fad[i].dx(eps_idx_offset);
}
}