MNN/source/backend/cpu/CPUMatMul.hpp

41 lines
1.4 KiB
C++

//
// CPUMatMul.hpp
// MNN
//
// Created by MNN on 2018/08/06.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifndef CPUMATMUL_HPP
#define CPUMATMUL_HPP
#include <functional>
#include "core/Execution.hpp"
#include "backend/cpu/compute/StrassenMatmulComputor.hpp"
namespace MNN {
class CPUMatMul : public Execution {
public:
CPUMatMul(Backend *backend, bool transposeA, bool transposeB, bool transposeC, bool multiThread);
virtual ~CPUMatMul() = 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;
void execute(const float* APtr, const float* BPtr, float* CPtr, const float* BiasPtr);
private:
void _scheduleForVec(int e, int l, int h);
void _scheduleForVecE(int e, int l, int h);
bool mTransposeA;
bool mTransposeB;
bool mTransposeC;
bool mSupportMultiThread = false;
std::vector<std::pair<std::function<void(int, const float*, const float*, const float*)>, int>> mPreFunctions;
std::vector<std::pair<std::function<void(int, const float*, const float*, const float*, float*)>, int>> mPostFunctions;
std::shared_ptr<StrassenMatrixComputor> mComputer;
bool mStrassenUseBiasDirectly = false;
};
} // namespace MNN
#endif // CPUMATMUL_HPP