MNN/source/backend/nnapi/execution/NNAPIConvolution.hpp

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2022-09-30 10:02:52 +08:00
//
// NNAPIConvolution.hpp
// MNN
//
// Created by MNN on 2022/09/06.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifndef MNN_NNAPICONVOLUTION_HPP
#define MNN_NNAPICONVOLUTION_HPP
#include "NNAPIBackend.hpp"
#include "NNAPICommonExecution.hpp"
#include "core/ConvolutionCommon.hpp"
namespace MNN {
class NNAPIConvolution : public NNAPICommonExecution {
public:
NNAPIConvolution(Backend *b, const Op *op, const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs);
ErrorCode onResize(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs);
virtual ~NNAPIConvolution() = default;
private:
std::shared_ptr<ConvolutionCommon::Int8Common> quanCommon;
std::unique_ptr<float[]> nhwcWeight;
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std::unique_ptr<int8_t[]> quantWeight;
std::unique_ptr<int32_t[]> quantBias;
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bool isDepthwise = false, isDeconv = false;
};
} // namespace MNN
#endif // MNN_NNAPICONVOLUTION_HPP