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/* Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | ||
Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
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, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. */ | ||
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#include <deque> | ||
#include <memory> | ||
#include <unordered_map> | ||
#include <unordered_set> | ||
#include <utility> | ||
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#include "paddle/fluid/framework/generator.h" | ||
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namespace paddle { | ||
namespace framework { | ||
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std::shared_ptr<Generator> Generator::gen_instance_ = NULL; | ||
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GeneratorState* Generator::GetState() { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
return this->state_.get(); | ||
} | ||
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void Generator::SetState(GeneratorState* state_in) { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
*this->state_ = *state_in; | ||
} | ||
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uint64_t Generator::GetCurrentSeed() { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
return this->state_->current_seed; | ||
} | ||
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uint64_t Generator::Seed() { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
uint64_t seed; | ||
std::random_device de; | ||
seed = ((((uint64_t)de()) << 32) + de()) & 0x1FFFFFFFFFFFFF; | ||
this->state_->current_seed = seed; | ||
std::seed_seq seq({seed}); | ||
this->state_->cpu_engine.seed(seq); | ||
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return this->state_->current_seed; | ||
} | ||
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void Generator::SetCurrentSeed(uint64_t seed) { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
this->state_->current_seed = uint64_t(seed); | ||
std::seed_seq seq({seed}); | ||
this->state_->cpu_engine.seed(seq); | ||
} | ||
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std::mt19937_64& Generator::GetCPUEngine() { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
return this->state_->cpu_engine; | ||
} | ||
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void Generator::SetCPUEngine(std::mt19937_64 engine) { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
this->state_->cpu_engine = std::mt19937_64(engine); | ||
} | ||
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uint64_t Generator::Random64() { | ||
std::lock_guard<std::mutex> lock(this->mutex); | ||
return this->state_->cpu_engine(); | ||
} | ||
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} // namespace framework | ||
} // namespace paddle |
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/* Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. | ||
Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
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, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. */ | ||
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#pragma once | ||
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#include <stdint.h> | ||
#include <atomic> | ||
#include <deque> | ||
#include <iostream> // temp for debug | ||
#include <memory> | ||
#include <mutex> // NOLINT | ||
#include <random> | ||
#include <typeinfo> | ||
#include <utility> | ||
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namespace paddle { | ||
namespace framework { | ||
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struct GeneratorState { | ||
int64_t device = -1; | ||
uint64_t current_seed = 34342423252; | ||
std::mt19937_64 cpu_engine; | ||
}; | ||
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struct Generator { | ||
Generator() { | ||
GeneratorState default_gen_state_cpu; | ||
default_gen_state_cpu.device = -1; | ||
default_gen_state_cpu.current_seed = 34342423252; | ||
std::seed_seq seq({34342423252}); | ||
default_gen_state_cpu.cpu_engine = std::mt19937_64(seq); | ||
this->state_ = std::make_shared<GeneratorState>(default_gen_state_cpu); | ||
} | ||
explicit Generator(GeneratorState state_in) | ||
: state_{std::make_shared<GeneratorState>(state_in)} {} | ||
Generator(const Generator& other) | ||
: Generator(other, std::lock_guard<std::mutex>(other.mutex)) {} | ||
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// get random state | ||
GeneratorState* GetState(); | ||
// set random state | ||
void SetState(GeneratorState* state_in); | ||
// get current seed | ||
uint64_t GetCurrentSeed(); | ||
// random a seed and get | ||
uint64_t Seed(); | ||
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// set seed | ||
void SetCurrentSeed(uint64_t seed); | ||
// get cpu engine | ||
std::mt19937_64& GetCPUEngine(); | ||
// set cpu engine | ||
void SetCPUEngine(std::mt19937_64 engine); | ||
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uint64_t Random64(); | ||
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bool is_init_py = false; | ||
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// CPU Generator singleton | ||
static std::shared_ptr<Generator> GetInstance() { | ||
if (NULL == gen_instance_) { | ||
gen_instance_.reset(new paddle::framework::Generator()); | ||
} | ||
return gen_instance_; | ||
} | ||
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static std::shared_ptr<Generator> GetInstanceX() { | ||
if (NULL == gen_instance_) { | ||
gen_instance_.reset(new paddle::framework::Generator()); | ||
} | ||
gen_instance_->is_init_py = true; | ||
return gen_instance_; | ||
} | ||
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private: | ||
static std::shared_ptr<Generator> gen_instance_; | ||
std::shared_ptr<GeneratorState> state_; | ||
mutable std::mutex mutex; | ||
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Generator(const Generator& other, const std::lock_guard<std::mutex>&) | ||
: state_(std::make_shared<GeneratorState>(*(other.state_))) {} | ||
}; | ||
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} // namespace framework | ||
} // namespace paddle |
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