einstein.hpp
1 /*
2  * This file is part of CasADi.
3  *
4  * CasADi -- A symbolic framework for dynamic optimization.
5  * Copyright (C) 2010-2023 Joel Andersson, Joris Gillis, Moritz Diehl,
6  * KU Leuven. All rights reserved.
7  * Copyright (C) 2011-2014 Greg Horn
8  *
9  * CasADi is free software; you can redistribute it and/or
10  * modify it under the terms of the GNU Lesser General Public
11  * License as published by the Free Software Foundation; either
12  * version 3 of the License, or (at your option) any later version.
13  *
14  * CasADi is distributed in the hope that it will be useful,
15  * but WITHOUT ANY WARRANTY; without even the implied warranty of
16  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
17  * Lesser General Public License for more details.
18  *
19  * You should have received a copy of the GNU Lesser General Public
20  * License along with CasADi; if not, write to the Free Software
21  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
22  *
23  */
24 
25 
26 #ifndef CASADI_EINSTEIN_HPP
27 #define CASADI_EINSTEIN_HPP
28 
29 #include "mx_node.hpp"
30 
32 
33 namespace casadi {
40  class CASADI_EXPORT Einstein : public MXNode {
41  public:
42 
46  Einstein(const MX& C, const MX& A, const MX& B,
47  const std::vector<casadi_int>& dim_c, const std::vector<casadi_int>& dim_a,
48  const std::vector<casadi_int>& dim_b,
49  const std::vector<casadi_int>& c, const std::vector<casadi_int>& a,
50  const std::vector<casadi_int>& b);
51 
55  ~Einstein() override {}
56 
60  std::string disp(const std::vector<std::string>& arg) const override;
61 
65  void generate(CodeGenerator& g,
66  const std::vector<casadi_int>& arg,
67  const std::vector<casadi_int>& res) const override;
68 
70  template<typename T>
71  int eval_gen(const T** arg, T** res, casadi_int* iw, T* w) const;
72 
74  int eval(const double** arg, double** res, casadi_int* iw, double* w) const override;
75 
77  int eval_sx(const SXElem** arg, SXElem** res, casadi_int* iw, SXElem* w) const override;
78 
82  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
83 
87  void ad_forward(const std::vector<std::vector<MX> >& fseed,
88  std::vector<std::vector<MX> >& fsens) const override;
89 
93  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
94  std::vector<std::vector<MX> >& asens) const override;
95 
99  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
100 
104  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
105 
109  casadi_int op() const override { return OP_EINSTEIN;}
110 
112  casadi_int n_inplace() const override { return 1;}
113 
117  bool is_equal(const MXNode* node, casadi_int depth) const override {
118  return sameOpAndDeps(node, depth) && dynamic_cast<const Einstein*>(node)!=nullptr;
119  }
120 
124  size_t sz_w() const override { return sparsity().size1();}
125 
127  Dict info() const override {
128  return {{"dim_a", dim_a_}, {"dim_b", dim_b_}, {"dim_c", dim_c_},
129  {"a", a_}, {"b", b_}, {"c", c_},
130  {"iter_dims", iter_dims_},
131  {"strides_a", strides_a_}, {"strides_b", strides_b_}, {"strides_c", strides_c_},
132  {"n_iter", n_iter_}};
133  }
134 
136  std::vector<casadi_int> dim_c_, dim_a_, dim_b_;
138  std::vector<casadi_int> c_, a_, b_;
139 
140  std::vector<casadi_int> iter_dims_;
141 
142  std::vector<casadi_int> strides_a_;
143  std::vector<casadi_int> strides_b_;
144  std::vector<casadi_int> strides_c_;
145 
146  casadi_int n_iter_;
147 
148  };
149 
150 
151 } // namespace casadi
153 
154 #endif // CASADI_EINSTEIN_HPP
The casadi namespace.
GenericType::Dict Dict
C++ equivalent of Python's dict or MATLAB's struct.