Directory: | ./ |
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File: | bindings/python/crocoddyl/core/activations/quadratic-barrier.cpp |
Date: | 2025-01-16 08:47:40 |
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Lines: | 26 | 27 | 96.3% |
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1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2019-2023, 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 | |||
10 | #include "crocoddyl/core/activations/quadratic-barrier.hpp" | ||
11 | |||
12 | #include "python/crocoddyl/core/activation-base.hpp" | ||
13 | #include "python/crocoddyl/core/core.hpp" | ||
14 | #include "python/crocoddyl/utils/copyable.hpp" | ||
15 | |||
16 | namespace crocoddyl { | ||
17 | namespace python { | ||
18 | |||
19 | 10 | void exposeActivationQuadraticBarrier() { | |
20 |
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10 | bp::class_<ActivationBounds>( |
21 | "ActivationBounds", | ||
22 | "Activation bounds.\n\n" | ||
23 | "The activation bounds describe the lower and upper vector plus it " | ||
24 | "activation range\n" | ||
25 | "(between 0 and 1), its default value is 1. Note that a full activation " | ||
26 | "is defined by\n" | ||
27 | "1 and the activation range is equally distributed between the lower and " | ||
28 | "upper bounds.", | ||
29 |
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10 | bp::init<Eigen::VectorXd, Eigen::VectorXd, bp::optional<double> >( |
30 | 20 | bp::args("self", "lb", "ub", "beta"), | |
31 | "Initialize the activation bounds.\n\n" | ||
32 | ":param lb: lower bounds\n" | ||
33 | ":param ub: upper bounds\n" | ||
34 | ":param beta: range of activation (between 0 to 1, default 1)")) | ||
35 |
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10 | .add_property("lb", bp::make_getter(&ActivationBounds::lb), |
36 |
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20 | bp::make_setter(&ActivationBounds::lb, |
37 | 10 | bp::return_internal_reference<>()), | |
38 | "lower bounds") | ||
39 |
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10 | .add_property("ub", bp::make_getter(&ActivationBounds::ub), |
40 |
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20 | bp::make_setter(&ActivationBounds::lb, |
41 | 10 | bp::return_internal_reference<>()), | |
42 | "upper bounds") | ||
43 |
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10 | .add_property("beta", &ActivationBounds::beta, "beta") |
44 |
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10 | .def(CopyableVisitor<ActivationBounds>()); |
45 | |||
46 | boost::python::register_ptr_to_python< | ||
47 | 10 | boost::shared_ptr<ActivationModelQuadraticBarrier> >(); | |
48 | |||
49 |
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10 | bp::class_<ActivationModelQuadraticBarrier, |
50 | bp::bases<ActivationModelAbstract> >( | ||
51 | "ActivationModelQuadraticBarrier", | ||
52 | "Inequality activation model.\n\n" | ||
53 | "The activation is zero when r is between the lower (lb) and upper (ub) " | ||
54 | "bounds, beta\n" | ||
55 | "determines how much of the total range is not activated. This is the " | ||
56 | "activation\n" | ||
57 | "equations:\n" | ||
58 | "a(r) = 0.5 * ||r||^2 for lb > r > ub\n" | ||
59 | "a(r) = 0. for lb <= r <= ub.", | ||
60 |
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20 | bp::init<ActivationBounds>(bp::args("self", "bounds"), |
61 | "Initialize the activation model.\n\n" | ||
62 | ":param bounds: activation bounds")) | ||
63 |
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10 | .def("calc", &ActivationModelQuadraticBarrier::calc, |
64 |
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20 | bp::args("self", "data", "r"), |
65 | "Compute the inequality activation.\n\n" | ||
66 | ":param data: activation data\n" | ||
67 | ":param r: residual vector") | ||
68 |
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10 | .def("calcDiff", &ActivationModelQuadraticBarrier::calcDiff, |
69 |
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20 | bp::args("self", "data", "r"), |
70 | "Compute the derivatives of inequality activation.\n\n" | ||
71 | ":param data: activation data\n" | ||
72 | "Note that the Hessian is constant, so we don't write again this " | ||
73 | "value.\n" | ||
74 | "It assumes that calc has been run first.\n" | ||
75 | ":param r: residual vector \n") | ||
76 |
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10 | .def("createData", &ActivationModelQuadraticBarrier::createData, |
77 |
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20 | bp::args("self"), "Create the weighted quadratic action data.") |
78 |
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10 | .add_property( |
79 | "bounds", | ||
80 |
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10 | bp::make_function(&ActivationModelQuadraticBarrier::get_bounds, |
81 | ✗ | bp::return_internal_reference<>()), | |
82 |
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20 | bp::make_function(&ActivationModelQuadraticBarrier::set_bounds), |
83 | "bounds (beta, lower and upper bounds)") | ||
84 |
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10 | .def(CopyableVisitor<ActivationModelQuadraticBarrier>()); |
85 | 10 | } | |
86 | |||
87 | } // namespace python | ||
88 | } // namespace crocoddyl | ||
89 |