mirror of https://github.com/alibaba/MNN.git
42 lines
796 B
C++
42 lines
796 B
C++
//
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// MnistDataset.hpp
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// MNN
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//
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// Created by MNN on 2019/11/15.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#ifndef MnistDataset_hpp
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#define MnistDataset_hpp
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#include <string>
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#include "Dataset.hpp"
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#include "Example.hpp"
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namespace MNN {
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namespace Train {
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class MNN_PUBLIC MnistDataset : public Dataset {
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public:
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enum Mode { TRAIN, TEST };
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Example get(size_t index) override;
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size_t size() override;
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const VARP images();
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const VARP labels();
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static DatasetPtr create(const std::string path, Mode mode = Mode::TRAIN);
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private:
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explicit MnistDataset(const std::string path, Mode mode = Mode::TRAIN);
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VARP mImages, mLabels;
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const uint8_t* mImagePtr = nullptr;
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const uint8_t* mLabelsPtr = nullptr;
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};
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}
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}
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#endif // MnistDataset_hpp
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