fastText  d00d36476b15
Fast text processing tool/library
qmatrix.h
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1 
10 #ifndef FASTTEXT_QMATRIX_H
11 #define FASTTEXT_QMATRIX_H
12 
13 #include <cstdint>
14 #include <istream>
15 #include <ostream>
16 
17 #include <vector>
18 #include <memory>
19 
20 #include "real.h"
21 
22 #include "matrix.h"
23 #include "vector.h"
24 
25 #include "productquantizer.h"
26 
27 namespace fasttext {
28 
29 class QMatrix {
30  private:
31  std::unique_ptr<ProductQuantizer> pq_;
32  std::unique_ptr<ProductQuantizer> npq_;
33 
34  uint8_t* codes_;
35  uint8_t* norm_codes_;
36 
37  bool qnorm_;
38 
39  int64_t m_;
40  int64_t n_;
41 
42  int32_t codesize_;
43 
44  public:
45 
46  QMatrix();
47  QMatrix(const Matrix&, int32_t, bool);
48  ~QMatrix();
49 
50  int64_t getM() const;
51  int64_t getN() const;
52 
53  void quantizeNorm(const Vector&);
54  void quantize(const Matrix&);
55 
56  void addToVector(Vector& x, int32_t t) const;
57  real dotRow(const Vector&, int64_t) const;
58 
59  void save(std::ostream&);
60  void load(std::istream&);
61 };
62 
63 }
64 
65 #endif
int32_t codesize_
Definition: qmatrix.h:42
int64_t getM() const
Definition: qmatrix.cc:83
int64_t m_
Definition: qmatrix.h:39
uint8_t * codes_
Definition: qmatrix.h:34
Definition: args.cc:17
real dotRow(const Vector &, int64_t) const
Definition: qmatrix.cc:72
Definition: vector.h:23
uint8_t * norm_codes_
Definition: qmatrix.h:35
void quantize(const Matrix &)
Definition: qmatrix.cc:49
void save(std::ostream &)
Definition: qmatrix.cc:91
~QMatrix()
Definition: qmatrix.cc:34
int64_t getN() const
Definition: qmatrix.cc:87
std::unique_ptr< ProductQuantizer > npq_
Definition: qmatrix.h:32
float real
Definition: real.h:15
Definition: matrix.h:23
bool qnorm_
Definition: qmatrix.h:37
void addToVector(Vector &x, int32_t t) const
Definition: qmatrix.cc:64
void load(std::istream &)
Definition: qmatrix.cc:104
std::unique_ptr< ProductQuantizer > pq_
Definition: qmatrix.h:31
Definition: qmatrix.h:29
QMatrix()
Definition: qmatrix.cc:17
void quantizeNorm(const Vector &)
Definition: qmatrix.cc:41
int64_t n_
Definition: qmatrix.h:40