// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include "DataLayoutIndexed.hpp" #include using namespace armnn; namespace armnnUtils { DataLayoutIndexed::DataLayoutIndexed(armnn::DataLayout dataLayout) : m_DataLayout(dataLayout) { switch (dataLayout) { case armnn::DataLayout::NHWC: m_ChannelsIndex = 3; m_HeightIndex = 1; m_WidthIndex = 2; break; case armnn::DataLayout::NCHW: m_ChannelsIndex = 1; m_HeightIndex = 2; m_WidthIndex = 3; break; default: throw armnn::InvalidArgumentException("Unknown DataLayout value: " + std::to_string(static_cast(dataLayout))); } } unsigned int DataLayoutIndexed::GetIndex(const TensorShape& shape, unsigned int batchIndex, unsigned int channelIndex, unsigned int heightIndex, unsigned int widthIndex) const { BOOST_ASSERT( batchIndex < shape[0] || ( shape[0] == 0 && batchIndex == 0 ) ); BOOST_ASSERT( channelIndex < shape[m_ChannelsIndex] || ( shape[m_ChannelsIndex] == 0 && channelIndex == 0) ); BOOST_ASSERT( heightIndex < shape[m_HeightIndex] || ( shape[m_HeightIndex] == 0 && heightIndex == 0) ); BOOST_ASSERT( widthIndex < shape[m_WidthIndex] || ( shape[m_WidthIndex] == 0 && widthIndex == 0) ); // Offset the given indices appropriately depending on the data layout switch (m_DataLayout) { case DataLayout::NHWC: batchIndex *= shape[1] * shape[2] * shape[3]; // batchIndex *= heightIndex * widthIndex * channelIndex heightIndex *= shape[m_WidthIndex] * shape[m_ChannelsIndex]; widthIndex *= shape[m_ChannelsIndex]; // channelIndex stays unchanged break; case DataLayout::NCHW: default: batchIndex *= shape[1] * shape[2] * shape[3]; // batchIndex *= heightIndex * widthIndex * channelIndex channelIndex *= shape[m_HeightIndex] * shape[m_WidthIndex]; heightIndex *= shape[m_WidthIndex]; // widthIndex stays unchanged break; } // Get the value using the correct offset return batchIndex + channelIndex + heightIndex + widthIndex; } bool operator==(const DataLayout& dataLayout, const DataLayoutIndexed& indexed) { return dataLayout == indexed.GetDataLayout(); } bool operator==(const DataLayoutIndexed& indexed, const DataLayout& dataLayout) { return indexed.GetDataLayout() == dataLayout; } } // namespace armnnUtils