MNN/source/backend/cpu/CPURelu.hpp

//
//  CPURelu.hpp
//  MNN
//
//  Created by MNN on 2018/07/15.
//  Copyright © 2018, Alibaba Group Holding Limited
//

#ifndef CPURelu_hpp
#define CPURelu_hpp

#include "core/AutoStorage.h"
#include "core/Execution.hpp"
#include "core/TensorUtils.hpp"
#include "backend/cpu/compute/Int8FunctionsOpt.h"

namespace MNN {
class CPURelu : public Execution {
public:
    CPURelu(Backend *b, float slope);
    virtual ~CPURelu() = default;
    virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
    virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
private:
    AutoStorage<uint8_t> mSlope;
    AutoStorage<uint8_t> mCacheSrc;
    AutoStorage<uint8_t> mCacheDst;
    int mRealSize;
};

class CPUPRelu : public Execution {
public:
    CPUPRelu(Backend *b, const Op *op);
    virtual ~CPUPRelu();
    virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
    virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
private:
    Tensor mSlope;
    int mUseInt8 = 0;
    std::vector<float> mQuanScalesInput;
    std::vector<float> mQuanScalesOutput;
    std::vector<ssize_t> mQuanZerosInput;
    std::vector<ssize_t> mQuanZerosOutput;
    std::shared_ptr<QuanPrePostParameters> mParams;
};

class CPURelu6 : public Execution {
public:
    CPURelu6(float maxV, float minV, Backend *b) : Execution(b) {
        mParam = {
            1.0f,
            0.0f,
            minV,
            maxV
        };
    }
    virtual ~CPURelu6() = default;
    virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
    virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
private:
    std::vector<float> mParam;
    AutoStorage<uint8_t> mCacheSrc;
    AutoStorage<uint8_t> mCacheDst;
    int mRealSize;
};

} // namespace MNN

#endif /* CPURelu_hpp */