// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #pragma once #include #include #include namespace armnnUtils { // Provides access to the appropriate indexes for Channels, Height and Width based on DataLayout class DataLayoutIndexed { public: DataLayoutIndexed(armnn::DataLayout dataLayout); armnn::DataLayout GetDataLayout() const { return m_DataLayout; } unsigned int GetChannelsIndex() const { return m_ChannelsIndex; } unsigned int GetHeightIndex() const { return m_HeightIndex; } unsigned int GetWidthIndex() const { return m_WidthIndex; } inline unsigned int GetIndex(const armnn::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 armnn::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 armnn::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; } private: armnn::DataLayout m_DataLayout; unsigned int m_ChannelsIndex; unsigned int m_HeightIndex; unsigned int m_WidthIndex; }; // Equality methods bool operator==(const armnn::DataLayout& dataLayout, const DataLayoutIndexed& indexed); bool operator==(const DataLayoutIndexed& indexed, const armnn::DataLayout& dataLayout); } // namespace armnnUtils