MNN/source/backend/coreml/execution/CoreMLConvolution.hpp

37 lines
1.2 KiB
C++

//
// CoreMLConvolution.hpp
// MNN
//
// Created by MNN on 2021/03/25.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifndef MNN_COREMLCONVOLUTION_HPP
#define MNN_COREMLCONVOLUTION_HPP
#include "CoreMLCommonExecution.hpp"
#include "CoreMLBackend.hpp"
#include "core/ConvolutionCommon.hpp"
namespace MNN {
class CoreMLConvolution : public CoreMLCommonExecution {
public:
CoreMLConvolution(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 ~CoreMLConvolution() = default;
private:
void loadWeightBias(const std::vector<Tensor *> &inputs);
void addPadLayer(const Tensor * input, const Tensor* output, const Convolution2DCommon* common);
std::string mConvInputName, mConvOutputName;
std::shared_ptr<ConvolutionCommon::Int8Common> quanCommon;
const float *weightPtr, *biasPtr;
int weightSize, biasSize;
bool isDeconv = false;
bool isSamePadding = false;
int outputHeight, outputWidth, inputHeight, inputWidth;
};
} // namespace MNN
#endif // MNN_COREMLCONVOLUTION_HPP