EVOLUTION-MANAGER

Edit File: guarded_philox_random.h

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
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http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
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==============================================================================*/

#ifndef TENSORFLOW_CORE_UTIL_GUARDED_PHILOX_RANDOM_H_
#define TENSORFLOW_CORE_UTIL_GUARDED_PHILOX_RANDOM_H_

#include "tensorflow/core/framework/op_kernel.h"
#include "tensorflow/core/lib/random/philox_random.h"
#include "tensorflow/core/platform/macros.h"
#include "tensorflow/core/platform/mutex.h"
#include "tensorflow/core/platform/types.h"

namespace tensorflow {

// A thread safe wrapper around a Philox generator.  Example usage:
//
//   GuardedRandomPhilox generator;
//   generator.Init(context);
//
//   // In thread safe code
//   const int samples = ...;
//   auto local_generator = generator.ReserveSamples128(samples);
//   for (int i = 0; i < samples; i++)
//     Array<uint32, 4> sample = local_generator();
//     // Use sample
//   }
//
class GuardedPhiloxRandom {
 public:
  // Must call Init to finish initialization
  GuardedPhiloxRandom() : initialized_(false) {}

// Initialize the generator from attributes "seed" and "seed2".
  // If both seeds are unspecified, use random seeds.
  // Must be called exactly once.
  Status Init(OpKernelConstruction* context);

// Initialize with given seeds.
  void Init(int64 seed, int64 seed2);
  void Init(random::PhiloxRandom::ResultType counter,
            random::PhiloxRandom::Key key);

// Reserve a certain number of 128-bit samples.
  // This function is thread safe.  The returned generator is valid for the
  // given number of samples, and can be used without a lock.
  random::PhiloxRandom ReserveSamples128(int64 samples);

// Reserve a certain number of 32-bit samples.
  random::PhiloxRandom ReserveSamples32(int64 samples) {
    return ReserveSamples128((samples + 3) / 4);
  }

// Reserve enough random samples in the generator for the given output count.
  random::PhiloxRandom ReserveRandomOutputs(int64 output_count,
                                            int multiplier) {
    int64 conservative_sample_count = output_count * multiplier;
    return ReserveSamples128(conservative_sample_count);
  }

private:
  mutex mu_;
  random::PhiloxRandom generator_ TF_GUARDED_BY(mu_);
  bool initialized_;

TF_DISALLOW_COPY_AND_ASSIGN(GuardedPhiloxRandom);
};

}  // namespace tensorflow

#endif  // TENSORFLOW_CORE_UTIL_GUARDED_PHILOX_RANDOM_H_