multiplication.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
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12  * version 3 of the License, or (at your option) any later version.
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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.
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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_MULTIPLICATION_HPP
27 #define CASADI_MULTIPLICATION_HPP
28 
29 #include "mx_node.hpp"
30 
32 
33 namespace casadi {
41  class CASADI_EXPORT Multiplication : public MXNode {
42  public:
43 
47  Multiplication(const MX& z, const MX& x, const MX& y);
48 
52  ~Multiplication() override {}
53 
57  std::string disp(const std::vector<std::string>& arg) const override;
58 
62  void generate(CodeGenerator& g,
63  const std::vector<casadi_int>& arg,
64  const std::vector<casadi_int>& res,
65  const std::vector<bool>& arg_is_ref,
66  std::vector<bool>& res_is_ref) const override;
67 
69  template<typename T>
70  int eval_gen(const T** arg, T** res, casadi_int* iw, T* w) const;
71 
73  int eval(const double** arg, double** res, casadi_int* iw, double* w) const override;
74 
76  int eval_sx(const SXElem** arg, SXElem** res, casadi_int* iw, SXElem* w) const override;
77 
81  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
82 
86  void eval_linear(const std::vector<std::array<MX, 3> >& arg,
87  std::vector<std::array<MX, 3> >& res) const override;
88 
92  void ad_forward(const std::vector<std::vector<MX> >& fseed,
93  std::vector<std::vector<MX> >& fsens) const override;
94 
98  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
99  std::vector<std::vector<MX> >& asens) const override;
100 
104  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
105 
109  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
110 
114  casadi_int op() const override { return OP_MTIMES;}
115 
117  casadi_int n_inplace() const override { return 1;}
118 
122  bool is_equal(const MXNode* node, casadi_int depth) const override {
123  return sameOpAndDeps(node, depth) && dynamic_cast<const Multiplication*>(node)!=nullptr;
124  }
125 
129  size_t sz_w() const override { return sparsity().size1();}
130 
134  void serialize_type(SerializingStream& s) const override;
135 
139  static MXNode* deserialize(DeserializingStream& s);
140 
141  protected:
146  };
147 
148 
156  class CASADI_EXPORT DenseMultiplication : public Multiplication{
157  public:
158 
162  DenseMultiplication(const MX& z, const MX& x, const MX& y)
163  : Multiplication(z, x, y) {}
164 
168  ~DenseMultiplication() override {}
169 
173  void generate(CodeGenerator& g,
174  const std::vector<casadi_int>& arg,
175  const std::vector<casadi_int>& res,
176  const std::vector<bool>& arg_is_ref,
177  std::vector<bool>& res_is_ref) const override;
178 
182  void serialize_type(SerializingStream& s) const override;
183 
188  };
189 
190 
191 } // namespace casadi
193 
194 #endif // CASADI_MULTIPLICATION_HPP
Helper class for C code generation.
An MX atomic for matrix-matrix product,.
DenseMultiplication(const MX &z, const MX &x, const MX &y)
Constructor.
~DenseMultiplication() override
Destructor.
DenseMultiplication(DeserializingStream &s)
Deserializing constructor.
Helper class for Serialization.
Node class for MX objects.
Definition: mx_node.hpp:51
MX - Matrix expression.
Definition: mx.hpp:92
An MX atomic for matrix-matrix product,.
casadi_int n_inplace() const override
Can the operation be performed inplace (i.e. overwrite the result)
bool is_equal(const MXNode *node, casadi_int depth) const override
Check if two nodes are equivalent up to a given depth.
Multiplication(DeserializingStream &s)
Deserializing constructor.
~Multiplication() override
Destructor.
casadi_int op() const override
Get the operation.
size_t sz_w() const override
Get required length of w field.
The basic scalar symbolic class of CasADi.
Definition: sx_elem.hpp:75
Helper class for Serialization.
The casadi namespace.
Definition: archiver.cpp:28
unsigned long long bvec_t
@ OP_MTIMES
Definition: calculus.hpp:100