Broadcast.hpp

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//
// Copyright © 2019 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
 
#include "BaseIterator.hpp"
#include <armnn/Tensor.hpp>
 
#include <functional>
 
namespace armnn
{
 
struct BroadcastLoop
{
    BroadcastLoop(const TensorShape& inShape0, const TensorShape& inShape1, const TensorShape& outShape);
 
    BroadcastLoop(const TensorShape& inShape, const TensorShape& outShape);
 
    unsigned int GetNumDimensions()
    {
        return static_cast<unsigned int>(m_DimData.size());
    }
 
    template <typename Func, typename DecoderOp, typename EncoderOp>
    void Unroll(Func operationFunc,
                unsigned int dimension,
                DecoderOp& inData0,
                DecoderOp& inData1,
                EncoderOp& outData)
    {
        if (dimension >= GetNumDimensions())
        {
            outData.Set(operationFunc(inData0.Get(), inData1.Get()));
            return;
        }
 
        unsigned int inData0Movement = 0;
        unsigned int inData1Movement = 0;
        unsigned int outDataMovement = 0;
 
        for (unsigned int i = 0; i < m_DimData[dimension].m_DimSize; i++)
        {
            Unroll(operationFunc, dimension + 1, inData0, inData1, outData);
 
            inData0 += m_DimData[dimension].m_Stride1;
            inData1 += m_DimData[dimension].m_Stride2;
            outData += m_DimData[dimension].m_StrideOut;
 
            inData0Movement += m_DimData[dimension].m_Stride1;
            inData1Movement += m_DimData[dimension].m_Stride2;
            outDataMovement += m_DimData[dimension].m_StrideOut;
        }
 
        // move iterator back to the start
        inData0 -= inData0Movement;
        inData1 -= inData1Movement;
        outData -= outDataMovement;
    }
 
    template <typename Func, typename DecoderOp, typename EncoderOp>
    void Unroll(Func operationFunc,
                unsigned int dimension,
                DecoderOp& inData,
                EncoderOp& outData)
    {
        if (dimension >= GetNumDimensions())
        {
            outData.Set(operationFunc(inData.Get()));
            return;
        }
 
        unsigned int inDataMovement = 0;
        unsigned int outDataMovement = 0;
 
        for (unsigned int i = 0; i < m_DimData[dimension].m_DimSize; i++)
        {
            Unroll(operationFunc, dimension + 1, inData, outData);
 
            inData += m_DimData[dimension].m_Stride1;
            outData += m_DimData[dimension].m_StrideOut;
 
            inDataMovement += m_DimData[dimension].m_Stride1;
            outDataMovement += m_DimData[dimension].m_StrideOut;
        }
 
        // move iterator back to the start
        inData -= inDataMovement;
        outData -= outDataMovement;
    }
 
private:
    // Struct to hold the dimension data.
    struct BroadcastDimensionData
    {
        unsigned int m_DimSize;
        unsigned int m_StrideOut;
        unsigned int m_Stride1;
        unsigned int m_Stride2;
    };
 
    std::vector<BroadcastDimensionData> m_DimData;
};
 
} //namespace armnn