Directory: | ./ |
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File: | bindings/python/crocoddyl/core/activations/quadratic-flat-log.cpp |
Date: | 2025-03-26 19:23:43 |
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1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2020-2025, LAAS-CNRS, University of Edinburgh | ||
5 | // Heriot-Watt University | ||
6 | // Copyright note valid unless otherwise stated in individual files. | ||
7 | // All rights reserved. | ||
8 | /////////////////////////////////////////////////////////////////////////////// | ||
9 | #include "crocoddyl/core/activations/quadratic-flat-log.hpp" | ||
10 | |||
11 | #include "python/crocoddyl/core/activation-base.hpp" | ||
12 | #include "python/crocoddyl/core/core.hpp" | ||
13 | |||
14 | namespace crocoddyl { | ||
15 | namespace python { | ||
16 | |||
17 | template <typename Model> | ||
18 | struct ActivationModelQuadFlatLogVisitor | ||
19 | : public bp::def_visitor<ActivationModelQuadFlatLogVisitor<Model>> { | ||
20 | typedef typename Model::Scalar Scalar; | ||
21 | template <class PyClass> | ||
22 | 40 | void visit(PyClass& cl) const { | |
23 | 40 | cl.def("calc", &Model::calc, bp::args("self", "data", "r"), | |
24 | "Compute the log(1 + ||r||^2 / alpha).\n" | ||
25 | ":param data: activation data\n" | ||
26 | ":param r: residual vector") | ||
27 |
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80 | .def("calcDiff", &Model::calcDiff, bp::args("self", "data", "r"), |
28 | "Compute the derivatives of a quadratic flat function.\n" | ||
29 | "Note that the Hessian is constant, so we don't write again this " | ||
30 | "value.\n" | ||
31 | ":param data: activation data\n" | ||
32 | ":param r: residual vector \n") | ||
33 |
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80 | .def("createData", &Model::createData, bp::args("self"), |
34 | "Create the quadratic flat activation data.\n") | ||
35 |
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40 | .add_property("alpha", bp::make_function(&Model::get_alpha), |
36 | bp::make_function(&Model::set_alpha), "alpha"); | ||
37 | 40 | } | |
38 | }; | ||
39 | |||
40 | #define CROCODDYL_ACTIVATION_MODEL_QUADFLATLOG_PYTHON_BINDINGS(Scalar) \ | ||
41 | typedef ActivationModelQuadFlatLogTpl<Scalar> Model; \ | ||
42 | typedef ActivationModelAbstractTpl<Scalar> ModelBase; \ | ||
43 | bp::register_ptr_to_python<std::shared_ptr<Model>>(); \ | ||
44 | bp::class_<Model, bp::bases<ModelBase>>( \ | ||
45 | "ActivationModelQuadFlatLog", \ | ||
46 | "Quadratic flat activation model.\n" \ | ||
47 | "A quadratic flat action describes a quadratic flat function that " \ | ||
48 | "depends on the residual, i.e., log(1 + ||r||^2 / alpha).", \ | ||
49 | bp::init<std::size_t, Scalar>( \ | ||
50 | bp::args("self", "nr", "alpha"), \ | ||
51 | "Initialize the activation model.\n\n" \ | ||
52 | ":param nr: dimension of the cost-residual vector" \ | ||
53 | "param alpha: width of quadratic basin near zero")) \ | ||
54 | .def(ActivationModelQuadFlatLogVisitor<Model>()) \ | ||
55 | .def(CastVisitor<Model>()) \ | ||
56 | .def(PrintableVisitor<Model>()) \ | ||
57 | .def(CopyableVisitor<Model>()); | ||
58 | |||
59 | 10 | void exposeActivationQuadFlatLog() { | |
60 |
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20 | CROCODDYL_PYTHON_SCALARS( |
61 | CROCODDYL_ACTIVATION_MODEL_QUADFLATLOG_PYTHON_BINDINGS) | ||
62 | 10 | } | |
63 | |||
64 | } // namespace python | ||
65 | } // namespace crocoddyl | ||
66 |