CPUGeneratorImpl.h 1.5 KB

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  1. #pragma once
  2. #include <ATen/core/Generator.h>
  3. #include <ATen/core/MT19937RNGEngine.h>
  4. #include <c10/core/GeneratorImpl.h>
  5. #include <c10/util/Optional.h>
  6. namespace at {
  7. struct TORCH_API CPUGeneratorImpl : public c10::GeneratorImpl {
  8. // Constructors
  9. CPUGeneratorImpl(uint64_t seed_in = default_rng_seed_val);
  10. ~CPUGeneratorImpl() override = default;
  11. // CPUGeneratorImpl methods
  12. std::shared_ptr<CPUGeneratorImpl> clone() const;
  13. void set_current_seed(uint64_t seed) override;
  14. void set_offset(uint64_t offset) override;
  15. uint64_t get_offset() const override;
  16. uint64_t current_seed() const override;
  17. uint64_t seed() override;
  18. void set_state(const c10::TensorImpl& new_state) override;
  19. c10::intrusive_ptr<c10::TensorImpl> get_state() const override;
  20. static c10::DeviceType device_type();
  21. uint32_t random();
  22. uint64_t random64();
  23. std::optional<float> next_float_normal_sample();
  24. std::optional<double> next_double_normal_sample();
  25. void set_next_float_normal_sample(std::optional<float> randn);
  26. void set_next_double_normal_sample(std::optional<double> randn);
  27. at::mt19937 engine();
  28. void set_engine(at::mt19937 engine);
  29. private:
  30. CPUGeneratorImpl* clone_impl() const override;
  31. at::mt19937 engine_;
  32. std::optional<float> next_float_normal_sample_;
  33. std::optional<double> next_double_normal_sample_;
  34. };
  35. namespace detail {
  36. TORCH_API const Generator& getDefaultCPUGenerator();
  37. TORCH_API Generator
  38. createCPUGenerator(uint64_t seed_val = default_rng_seed_val);
  39. } // namespace detail
  40. } // namespace at