NEML2 2.1.0
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ImplicitUpdate.h
1// Copyright 2024, UChicago Argonne, LLC
2// All Rights Reserved
3// Software Name: NEML2 -- the New Engineering material Model Library, version 2
4// By: Argonne National Laboratory
5// OPEN SOURCE LICENSE (MIT)
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24
25#pragma once
26
27#include "neml2/models/Model.h"
28#include "neml2/models/ModelNonlinearSystem.h"
29#include "neml2/solvers/NonlinearSolver.h"
30#include "neml2/models/Predictor.h"
31
32namespace neml2
33{
34class ImplicitUpdate : public Model
35{
36public:
38
39 ImplicitUpdate(const OptionSet & options);
40
41 void link_input_variables(Model * submodel) override;
42
43 void to(const TensorOptions & options) override;
44
45 std::size_t last_iterations() const { return _last_iterations; }
46
47protected:
48 void set_value(bool out, bool dout_din, bool d2out_din2) override;
49
52
54 std::shared_ptr<ModelNonlinearSystem> _sys;
55
57 std::shared_ptr<Model> _predictor;
58
60 std::shared_ptr<NonlinearSolver> _solver;
61
63 std::size_t _last_iterations = 0;
64};
65} // namespace neml2
std::shared_ptr< ModelNonlinearSystem > _sys
The underlying nonlinear system that wraps around a Model.
Definition ImplicitUpdate.h:54
std::size_t last_iterations() const
Definition ImplicitUpdate.h:45
void apply_predictor()
Apply the predictor to set the initial guess for the nonlinear solve.
ImplicitUpdate(const OptionSet &options)
void to(const TensorOptions &options) override
Send model to a different device or dtype.
std::size_t _last_iterations
Last solve result.
Definition ImplicitUpdate.h:63
static OptionSet expected_options()
void link_input_variables(Model *submodel) override
void set_value(bool out, bool dout_din, bool d2out_din2) override
The map between input -> output, and optionally its derivatives.
std::shared_ptr< Model > _predictor
The predictor model to provide an initial guess for the nonlinear solve (optional).
Definition ImplicitUpdate.h:57
std::shared_ptr< NonlinearSolver > _solver
The nonlinear solver used to solve the nonlinear system.
Definition ImplicitUpdate.h:60
Model(const OptionSet &options)
Construct a new Model object.
A custom map-like data structure. The keys are strings, and the values can be nonhomogeneously typed.
Definition OptionSet.h:54
Definition DiagnosticsInterface.h:31
c10::TensorOptions TensorOptions
Definition types.h:66