MNN/source/geometry/GeometryComputer.hpp

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2020-11-05 16:41:56 +08:00
//
// GeometryComputer.hpp
// MNN
//
// Created by MNN on 2020/04/01.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifndef GeometryComputer_hpp
#define GeometryComputer_hpp
#include <map>
#include <vector>
#include "MNN_generated.h"
#include "core/Command.hpp"
#include "core/TensorUtils.hpp"
namespace MNN {
class GeometryComputer {
public:
virtual ~GeometryComputer() {
// Do nothing
}
class MNN_PUBLIC Context {
public:
Context(std::shared_ptr<Backend> allocBackend, bool permitVirtual = true);
~Context();
void clear();
void setBackend(Backend* backend);
bool supportVirtual() const {
return mPermitVirtual;
}
Tensor* getRasterCacheCreateRecurrse(Tensor* src, CommandBuffer& cmd);
const std::vector<std::shared_ptr<Tensor>>& searchConst(const Op* op) const;
std::shared_ptr<Tensor> allocConst(const Op* key, const std::vector<int>& shape, halide_type_t type,
Tensor::DimensionType dimType = Tensor::TENSORFLOW);
private:
Tensor* getRasterCacheCreate(Tensor* src, CommandBuffer& cmd);
std::shared_ptr<Tensor> getCachedTensor(Tensor* t);
std::map<Tensor*, std::shared_ptr<Tensor>> mRasterCache;
std::map<const Op*, std::vector<std::shared_ptr<Tensor>>> mConstTensors;
std::vector<std::shared_ptr<Tensor>> mEmpty;
bool mPermitVirtual;
std::shared_ptr<Backend> mBackend;
std::vector<uint8_t> mRasterOp;
};
static void init();
MNN_PUBLIC static const GeometryComputer* search(int type);
static Command makeRaster(Tensor* input, Tensor* output);
static void registerGeometryComputer(std::shared_ptr<GeometryComputer> comp, std::vector<int> type);
MNN_PUBLIC bool compute(const Op* op, const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
Context& context, CommandBuffer& cmd) const;
protected:
virtual bool onCompute(const Op* op, const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
Context& context, CommandBuffer& cmd) const = 0;
};
class DefaultGeometryComputer : public GeometryComputer {
public:
DefaultGeometryComputer() {
// Do nothing
}
virtual bool onCompute(const Op* op, const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
Context& context, CommandBuffer& cmd) const override;
};
void registerGeometryOps();
#define REGISTER_GEOMETRY(f, c) \
extern void ___##f##__##c##__() { \
c(); \
}
} // namespace MNN
#endif