mirror of https://github.com/alibaba/MNN.git
64 lines
1.9 KiB
C++
64 lines
1.9 KiB
C++
|
//
|
||
|
|
// ConvExecution.hpp
|
||
|
|
// MNN
|
||
|
|
//
|
||
|
|
// Created by MNN on 2019/01/31.
|
||
|
|
// Copyright © 2018, Alibaba Group Holding Limited
|
||
|
|
//
|
||
|
|
|
||
|
|
#ifndef ConvExecution_hpp
|
||
|
|
#define ConvExecution_hpp
|
||
|
|
|
||
|
|
#include "Execution.hpp"
|
||
|
|
|
||
|
|
#include <array>
|
||
|
|
#include <functional>
|
||
|
|
#include <memory>
|
||
|
|
#include <vector>
|
||
|
|
#include "core/OpenCLBackend.hpp"
|
||
|
|
#include "core/OpenCLRunningUtils.hpp"
|
||
|
|
namespace MNN {
|
||
|
|
namespace OpenCL {
|
||
|
|
|
||
|
|
class ConvCommonExecution : public Execution {
|
||
|
|
public:
|
||
|
|
ConvCommonExecution(const Convolution2D *op, Backend *backend);
|
||
|
|
virtual ~ConvCommonExecution();
|
||
|
|
|
||
|
|
protected:
|
||
|
|
std::shared_ptr<Tensor> mBias;
|
||
|
|
};
|
||
|
|
|
||
|
|
class ConvExecution : public ConvCommonExecution {
|
||
|
|
public:
|
||
|
|
ConvExecution(const std::vector<Tensor *> &inputs, const MNN::Op *op, Backend *backend);
|
||
|
|
virtual ~ConvExecution();
|
||
|
|
|
||
|
|
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;
|
||
|
|
|
||
|
|
static std::shared_ptr<Tensor> getBias(OpenCLBackend *backend, const Convolution2D *conv);
|
||
|
|
|
||
|
|
std::vector<uint32_t> conv2d1x1LocalWS(std::vector<uint32_t> &gws, const uint32_t maxWorkGroupSize);
|
||
|
|
|
||
|
|
std::vector<uint32_t> conv2dGeneralLocalWS(const std::vector<uint32_t> &gws, const uint32_t kernelSize,
|
||
|
|
const uint32_t maxWorkGroupSize);
|
||
|
|
|
||
|
|
private:
|
||
|
|
const Convolution2DCommon *mConv2dCommonParams;
|
||
|
|
std::vector<int> mStrides{1, 1};
|
||
|
|
std::vector<int> mPaddings{0, 0};
|
||
|
|
std::vector<int> mDilations{1, 1};
|
||
|
|
std::vector<uint32_t> mGlobalWorkSize{1, 1, 1};
|
||
|
|
std::vector<uint32_t> mLocalWorkSize{1, 1, 1, 1};
|
||
|
|
std::shared_ptr<Tensor> mFilter;
|
||
|
|
cl::Kernel mKernel;
|
||
|
|
uint32_t mMaxWorkGroupSize;
|
||
|
|
bool mIsTurn = false;
|
||
|
|
OpenCLBackend *mOpenCLBackend;
|
||
|
|
};
|
||
|
|
|
||
|
|
} // namespace OpenCL
|
||
|
|
} // namespace MNN
|
||
|
|
#endif /* ConvExecution_hpp */
|