mirror of https://github.com/alibaba/MNN.git
70 lines
2.0 KiB
C++
70 lines
2.0 KiB
C++
//
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// CPURelu.hpp
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// MNN
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//
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// Created by MNN on 2018/07/15.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#ifndef CPURelu_hpp
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#define CPURelu_hpp
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#include "core/AutoStorage.h"
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#include "core/Execution.hpp"
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#include "core/TensorUtils.hpp"
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#include "backend/cpu/compute/Int8FunctionsOpt.h"
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namespace MNN {
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class CPURelu : public Execution {
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public:
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CPURelu(Backend *b, float slope);
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virtual ~CPURelu() = default;
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virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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private:
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AutoStorage<uint8_t> mSlope;
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AutoStorage<uint8_t> mCacheSrc;
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AutoStorage<uint8_t> mCacheDst;
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int mRealSize;
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};
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class CPUPRelu : public Execution {
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public:
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CPUPRelu(Backend *b, const Op *op);
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virtual ~CPUPRelu();
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virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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private:
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Tensor mSlope;
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int mUseInt8 = 0;
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std::vector<float> mQuanScalesInput;
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std::vector<float> mQuanScalesOutput;
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std::vector<ssize_t> mQuanZerosInput;
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std::vector<ssize_t> mQuanZerosOutput;
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std::shared_ptr<QuanPrePostParameters> mParams;
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};
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class CPURelu6 : public Execution {
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public:
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CPURelu6(float maxV, float minV, Backend *b) : Execution(b) {
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mParam = {
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1.0f,
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0.0f,
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minV,
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maxV
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};
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}
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virtual ~CPURelu6() = default;
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virtual ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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virtual ErrorCode onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) override;
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private:
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std::vector<float> mParam;
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AutoStorage<uint8_t> mCacheSrc;
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AutoStorage<uint8_t> mCacheDst;
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int mRealSize;
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};
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} // namespace MNN
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#endif /* CPURelu_hpp */
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