src/armnnUtils/ParserHelper.cpp

//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//

#include "ParserHelper.hpp"

// armnnUtils
#include "Permute.hpp"

#include <boost/format.hpp>

namespace armnnUtils
{

const armnn::PermutationVector NHWCToArmNN = { 0, 2, 3, 1 };
const armnn::PermutationVector ArmNNToNHWC = { 0, 3, 1, 2 };

void ProcessConcatInputTensorInfo(armnn::TensorInfo& inputTensorInfo, armnn::OriginsDescriptor& concatDescriptor,
                                  const unsigned int& concatAxis, unsigned int inputIndex,
                                  std::vector<unsigned int>& mergeDimSizes, unsigned int& mergeDim)
{
    // double check dimensions of the tensors
    if (inputTensorInfo.GetNumDimensions() != armnn::MaxNumOfTensorDimensions)
    {
        throw armnn::ParseException(
            boost::str(
                boost::format(
                    "The number of dimensions: %1% for input tensors of the "
                    "concatenation op should be %2% %3%")
                % inputTensorInfo.GetNumDimensions()
                % armnn::MaxNumOfTensorDimensions
                % CHECK_LOCATION().AsString()));
    }

    // if concatenation axis is 3 then need to be permuted
    if (concatAxis == 3)
    {
        inputTensorInfo = armnnUtils::Permuted(inputTensorInfo, NHWCToArmNN);
    }

    for (unsigned int dim = 0; dim < armnn::MaxNumOfTensorDimensions; ++dim)
    {
        mergeDimSizes[dim] = inputTensorInfo.GetShape()[dim];
    }

    // Concatenation dimension 1 is the only dimension supported in ArmNN
    const unsigned int concatenationDim = 1;

    for (unsigned int j = 0; j < concatenationDim; ++j)
    {
        concatDescriptor.SetViewOriginCoord(inputIndex, j, 0);
    }

    concatDescriptor.SetViewOriginCoord(inputIndex, concatenationDim, mergeDim);
    mergeDim += mergeDimSizes[concatenationDim];

    for (unsigned int j = concatenationDim + 1; j < armnn::MaxNumOfTensorDimensions; ++j)
    {
        concatDescriptor.SetViewOriginCoord(inputIndex, j, 0);
    }
}

} // namespace armnnUtils