Directory: | ./ |
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File: | unittest/test_activations.cpp |
Date: | 2025-01-16 08:47:40 |
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Lines: | 71 | 71 | 100.0% |
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1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2019-2023, LAAS-CNRS, New York University, Max Planck | ||
5 | // Gesellschaft | ||
6 | // University of Edinburgh, INRIA | ||
7 | // Copyright note valid unless otherwise stated in individual files. | ||
8 | // All rights reserved. | ||
9 | /////////////////////////////////////////////////////////////////////////////// | ||
10 | |||
11 | #define BOOST_TEST_NO_MAIN | ||
12 | #define BOOST_TEST_ALTERNATIVE_INIT_API | ||
13 | |||
14 | #include "crocoddyl/core/activations/quadratic-barrier.hpp" | ||
15 | #include "crocoddyl/core/utils/exception.hpp" | ||
16 | #include "factory/activation.hpp" | ||
17 | #include "unittest_common.hpp" | ||
18 | |||
19 | using namespace boost::unit_test; | ||
20 | using namespace crocoddyl::unittest; | ||
21 | |||
22 | //----------------------------------------------------------------------------// | ||
23 | |||
24 | 9 | void test_construct_data(ActivationModelTypes::Type activation_type) { | |
25 | // create the model | ||
26 |
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9 | ActivationModelFactory factory; |
27 | const boost::shared_ptr<crocoddyl::ActivationModelAbstract>& model = | ||
28 |
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9 | factory.create(activation_type); |
29 | |||
30 | // Run the print function | ||
31 |
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9 | std::ostringstream tmp; |
32 |
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9 | tmp << *model; |
33 | |||
34 | // create the corresponding data object | ||
35 | boost::shared_ptr<crocoddyl::ActivationDataAbstract> data = | ||
36 |
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9 | model->createData(); |
37 | 9 | } | |
38 | |||
39 | 9 | void test_calc_returns_a_value(ActivationModelTypes::Type activation_type) { | |
40 | // create the model | ||
41 |
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9 | ActivationModelFactory factory; |
42 | const boost::shared_ptr<crocoddyl::ActivationModelAbstract>& model = | ||
43 |
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9 | factory.create(activation_type); |
44 | |||
45 | // create the corresponding data object | ||
46 | boost::shared_ptr<crocoddyl::ActivationDataAbstract> data = | ||
47 |
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9 | model->createData(); |
48 | |||
49 | // Generating random input vector | ||
50 |
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9 | const Eigen::VectorXd r = Eigen::VectorXd::Random(model->get_nr()); |
51 | 9 | data->a_value = nan(""); | |
52 | |||
53 | // Getting the state dimension from calc() call | ||
54 |
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9 | model->calc(data, r); |
55 | |||
56 | // Checking that calc returns a value | ||
57 |
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9 | BOOST_CHECK(!std::isnan(data->a_value)); |
58 | 9 | } | |
59 | |||
60 | 9 | void test_partial_derivatives_against_numdiff( | |
61 | ActivationModelTypes::Type activation_type) { | ||
62 | // create the model | ||
63 |
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9 | ActivationModelFactory factory; |
64 | const boost::shared_ptr<crocoddyl::ActivationModelAbstract>& model = | ||
65 |
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9 | factory.create(activation_type); |
66 | |||
67 | // create the corresponding data object and set the cost to nan | ||
68 | boost::shared_ptr<crocoddyl::ActivationDataAbstract> data = | ||
69 |
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9 | model->createData(); |
70 | |||
71 |
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9 | crocoddyl::ActivationModelNumDiff model_num_diff(model); |
72 | boost::shared_ptr<crocoddyl::ActivationDataAbstract> data_num_diff = | ||
73 |
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9 | model_num_diff.createData(); |
74 | |||
75 | // Generating random values for the state and control | ||
76 |
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9 | const Eigen::VectorXd r = Eigen::VectorXd::Random(model->get_nr()); |
77 | |||
78 | // Computing the activation derivatives | ||
79 |
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9 | model->calc(data, r); |
80 |
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9 | model->calcDiff(data, r); |
81 |
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9 | model_num_diff.calc(data_num_diff, r); |
82 |
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9 | model_num_diff.calcDiff(data_num_diff, r); |
83 | // Tolerance defined as in | ||
84 | // http://www.it.uom.gr/teaching/linearalgebra/NumericalRecipiesInC/c5-7.pdf | ||
85 | 9 | double tol = std::pow(model_num_diff.get_disturbance(), 1. / 3.); | |
86 |
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9 | BOOST_CHECK(std::abs(data->a_value - data_num_diff->a_value) < tol); |
87 |
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9 | BOOST_CHECK((data->Ar - data_num_diff->Ar).isZero(tol)); |
88 | |||
89 | // numerical differentiation of the Hessian is not good enough to be tested. | ||
90 | // BOOST_CHECK((data->Arr - data_num_diff->Arr).isMuchSmallerThan(1.0, tol)); | ||
91 | 9 | } | |
92 | |||
93 | 1 | void test_activation_bounds_with_infinity() { | |
94 |
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1 | Eigen::VectorXd lb(1); |
95 |
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1 | Eigen::VectorXd ub(1); |
96 | double beta; | ||
97 | 1 | beta = 0.1; | |
98 |
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1 | lb[0] = 0; |
99 |
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1 | ub[0] = std::numeric_limits<double>::infinity(); |
100 | |||
101 | Eigen::VectorXd m = | ||
102 |
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1 | 0.5 * (lb + Eigen::VectorXd::Constant( |
103 |
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2 | lb.size(), std::numeric_limits<double>::max())); |
104 | Eigen::VectorXd d = | ||
105 |
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2 | 0.5 * (Eigen::VectorXd::Constant(lb.size(), |
106 |
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2 | std::numeric_limits<double>::max()) - |
107 |
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1 | lb); |
108 |
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1 | crocoddyl::ActivationBounds bounds(lb, ub, beta); |
109 |
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1 | BOOST_CHECK(bounds.lb != m - beta * d); |
110 | 1 | } | |
111 | |||
112 | //----------------------------------------------------------------------------// | ||
113 | |||
114 | 9 | void register_unit_tests(ActivationModelTypes::Type activation_type) { | |
115 |
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9 | boost::test_tools::output_test_stream test_name; |
116 |
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9 | test_name << "test_" << activation_type; |
117 |
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9 | std::cout << "Running " << test_name.str() << std::endl; |
118 |
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9 | test_suite* ts = BOOST_TEST_SUITE(test_name.str()); |
119 |
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9 | ts->add(BOOST_TEST_CASE(boost::bind(&test_construct_data, activation_type))); |
120 |
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9 | ts->add(BOOST_TEST_CASE( |
121 | boost::bind(&test_calc_returns_a_value, activation_type))); | ||
122 |
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9 | ts->add(BOOST_TEST_CASE( |
123 | boost::bind(&test_partial_derivatives_against_numdiff, activation_type))); | ||
124 |
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9 | framework::master_test_suite().add(ts); |
125 | 9 | } | |
126 | |||
127 | 1 | bool register_bounds_unit_test() { | |
128 |
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1 | boost::test_tools::output_test_stream test_name; |
129 | test_name << "test_" | ||
130 |
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1 | << "ActivationBoundsInfinity"; |
131 |
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1 | std::cout << "Running " << test_name.str() << std::endl; |
132 |
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1 | test_suite* ts = BOOST_TEST_SUITE(test_name.str()); |
133 |
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1 | ts->add(BOOST_TEST_CASE(boost::bind(&test_activation_bounds_with_infinity))); |
134 |
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1 | framework::master_test_suite().add(ts); |
135 | 1 | return true; | |
136 | 1 | } | |
137 | |||
138 | 1 | bool init_function() { | |
139 |
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10 | for (size_t i = 0; i < ActivationModelTypes::all.size(); ++i) { |
140 | 9 | register_unit_tests(ActivationModelTypes::all[i]); | |
141 | } | ||
142 | 1 | register_bounds_unit_test(); | |
143 | 1 | return true; | |
144 | } | ||
145 | |||
146 | 1 | int main(int argc, char** argv) { | |
147 | 1 | return ::boost::unit_test::unit_test_main(&init_function, argc, argv); | |
148 | } | ||
149 |