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- #pragma once
- #include <ATen/core/Generator.h>
- #include <ATen/core/MT19937RNGEngine.h>
- #include <c10/core/GeneratorImpl.h>
- #include <c10/util/Optional.h>
- namespace at {
- struct TORCH_API CPUGeneratorImpl : public c10::GeneratorImpl {
- // Constructors
- CPUGeneratorImpl(uint64_t seed_in = default_rng_seed_val);
- ~CPUGeneratorImpl() override = default;
- // CPUGeneratorImpl methods
- std::shared_ptr<CPUGeneratorImpl> clone() const;
- void set_current_seed(uint64_t seed) override;
- uint64_t current_seed() const override;
- uint64_t seed() override;
- void set_state(const c10::TensorImpl& new_state) override;
- c10::intrusive_ptr<c10::TensorImpl> get_state() const override;
- static DeviceType device_type();
- uint32_t random();
- uint64_t random64();
- c10::optional<float> next_float_normal_sample();
- c10::optional<double> next_double_normal_sample();
- void set_next_float_normal_sample(c10::optional<float> randn);
- void set_next_double_normal_sample(c10::optional<double> randn);
- at::mt19937 engine();
- void set_engine(at::mt19937 engine);
- private:
- CPUGeneratorImpl* clone_impl() const override;
- at::mt19937 engine_;
- c10::optional<float> next_float_normal_sample_;
- c10::optional<double> next_double_normal_sample_;
- };
- namespace detail {
- TORCH_API const Generator& getDefaultCPUGenerator();
- TORCH_API Generator
- createCPUGenerator(uint64_t seed_val = default_rng_seed_val);
- } // namespace detail
- } // namespace at
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