MNN/source/backend/cpu/CPUBackend.hpp

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//
// CPUBackend.hpp
// MNN
//
// Created by MNN on 2018/07/06.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifndef CPUBackend_hpp
#define CPUBackend_hpp
#include <stdio.h>
#include <map>
#include <memory>
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#include "core/Backend.hpp"
#include "core/Execution.hpp"
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#include "MNN_generated.h"
namespace MNN {
class BufferAllocator;
class CPUBackend final : public Backend {
public:
CPUBackend(int numberThread = 4, BackendConfig::MemoryMode memory = BackendConfig::Memory_Normal,
BackendConfig::PowerMode = BackendConfig::Power_Normal, size_t flags = 0);
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virtual ~CPUBackend();
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// Return sizeDivide, scheduleNumber aligned memory
std::pair<int, int> multiThreadDivide(int size) const;
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public:
virtual bool onAcquireBuffer(const Tensor* nativeTensor, StorageType storageType) override;
virtual bool onReleaseBuffer(const Tensor* nativeTensor, StorageType storageType) override;
virtual bool onAllocateBuffer() override;
virtual bool onClearBuffer() override;
virtual void onCopyBuffer(const Tensor* srcTensor, const Tensor* dstTensor) const override;
virtual std::pair<float, bool> onMeasure(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const MNN::Op* op) override;
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virtual Execution* onCreate(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const MNN::Op* op) override;
virtual void onExecuteBegin() const override;
virtual void onExecuteEnd() const override;
virtual void* getAllocator(StorageType type = DYNAMIC) const override{
if(type == STATIC){
return (void*)mStaticAllocator.get();
}
return (void*)mDynamicAllocator.get();
}
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public:
class Creator {
public:
virtual Execution* onCreate(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const MNN::Op* op, Backend* backend) const = 0;
};
static bool addCreator(OpType t, Creator* c);
int threadNumber() const {
return mThreadNumber;
}
BufferAllocator* getBufferAllocator() const {
return static_cast<BufferAllocator*>(this->getAllocator());
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}
BackendConfig::MemoryMode memoryMode() const {
return mMemory;
}
BackendConfig::PowerMode powerMode() const {
return mPower;
}
#ifdef MNN_USE_THREAD_POOL
inline int taskIndex() const {return mTaskIndex;}
#endif
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private:
std::unique_ptr<BufferAllocator> mStaticAllocator;
std::unique_ptr<BufferAllocator> mDynamicAllocator;
int mThreadNumber;
#ifdef MNN_USE_THREAD_POOL
int mTaskIndex;
#endif
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const BackendConfig::MemoryMode mMemory;
const BackendConfig::PowerMode mPower;
bool mCheckNAN = false;
float mFlops = 0.0f;
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};
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#ifdef MNN_CODEGEN_REGISTER
#define REGISTER_CPU_OP_CREATOR(name, opType) \
void ___##name##__##opType##__() { \
CPUBackend::addCreator(opType, new name); \
}
#else
template <class T>
class CPUCreatorRegister {
public:
CPUCreatorRegister(OpType type) {
CPUBackend::addCreator(type, new T);
}
};
#define REGISTER_CPU_OP_CREATOR(name, opType) static CPUCreatorRegister<name> _Create##opType(opType)
#endif
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} // namespace MNN
#endif /* CPUBackend_hpp */