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random.hh
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1 /*
2  * Copyright (c) 2014 ARM Limited
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14  * Copyright (c) 2003-2005 The Regents of The University of Michigan
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39  *
40  * Authors: Nathan Binkert
41  * Ali Saidi
42  * Andreas Hansson
43  */
44 
45 /*
46  * Mersenne twister random number generator.
47  */
48 
49 #ifndef __BASE_RANDOM_HH__
50 #define __BASE_RANDOM_HH__
51 
52 #include <random>
53 #include <string>
54 #include <type_traits>
55 
56 #include "base/compiler.hh"
57 #include "base/types.hh"
58 #include "sim/serialize.hh"
59 
60 class Checkpoint;
61 
62 class Random : public Serializable
63 {
64 
65  private:
66 
67  std::mt19937_64 gen;
68 
69  public:
70 
71  Random();
72  Random(uint32_t s);
73  ~Random();
74 
75  void init(uint32_t s);
76 
81  template <typename T>
82  typename std::enable_if<std::is_integral<T>::value, T>::type
84  {
85  // [0, max_value] for integer types
86  std::uniform_int_distribution<T> dist;
87  return dist(gen);
88  }
89 
90  template <typename T>
91  typename std::enable_if<std::is_floating_point<T>::value, T>::type
93  {
94  // [0, 1) for real types
95  std::uniform_real_distribution<T> dist;
96  return dist(gen);
97  }
98 
99  template <typename T>
100  typename std::enable_if<std::is_integral<T>::value, T>::type
101  random(T min, T max)
102  {
103  std::uniform_int_distribution<T> dist(min, max);
104  return dist(gen);
105  }
106 
107  void serialize(CheckpointOut &cp) const override;
108  void unserialize(CheckpointIn &cp) override;
109 };
110 
111 extern Random random_mt;
112 
113 #endif // __BASE_RANDOM_HH__
std::mt19937_64 gen
Definition: random.hh:67
void init(uint32_t s)
Definition: random.cc:68
std::enable_if< std::is_floating_point< T >::value, T >::type random()
Definition: random.hh:92
Random()
Definition: random.cc:52
std::enable_if< std::is_integral< T >::value, T >::type random()
Use the SFINAE idiom to choose an implementation based on whether the type is integral or floating po...
Definition: random.hh:83
void unserialize(CheckpointIn &cp) override
Unserialize an object.
Definition: random.cc:86
Definition: random.hh:62
Bitfield< 4 > s
Definition: miscregs.hh:1738
Defines global host-dependent types: Counter, Tick, and (indirectly) {int,uint}{8,16,32,64}_t.
Basic support for object serialization.
Definition: serialize.hh:220
Random random_mt
Definition: random.cc:100
type
Definition: misc.hh:728
void serialize(CheckpointOut &cp) const override
Serialize an object.
Definition: random.cc:74
std::ostream CheckpointOut
Definition: serialize.hh:67
~Random()
Definition: random.cc:63
const FlagsType dist
Print the distribution.
Definition: info.hh:55
std::enable_if< std::is_integral< T >::value, T >::type random(T min, T max)
Definition: random.hh:101

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