// // Copyright © 2018-2021,2023 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; } unsigned int GetDepthIndex() const { return m_DepthIndex; } inline unsigned int GetIndex(const armnn::TensorShape& shape, unsigned int batchIndex, unsigned int channelIndex, unsigned int heightIndex, unsigned int widthIndex) const { if (batchIndex >= shape[0] && !( shape[0] == 0 && batchIndex == 0)) { throw armnn::Exception("Unable to get batch index", CHECK_LOCATION()); } if (channelIndex >= shape[m_ChannelsIndex] && !(shape[m_ChannelsIndex] == 0 && channelIndex == 0)) { throw armnn::Exception("Unable to get channel index", CHECK_LOCATION()); } if (heightIndex >= shape[m_HeightIndex] && !( shape[m_HeightIndex] == 0 && heightIndex == 0)) { throw armnn::Exception("Unable to get height index", CHECK_LOCATION()); } if (widthIndex >= shape[m_WidthIndex] && ( shape[m_WidthIndex] == 0 && widthIndex == 0)) { throw armnn::Exception("Unable to get width index", CHECK_LOCATION()); } /// 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; unsigned int m_DepthIndex; }; /// Equality methods bool operator==(const armnn::DataLayout& dataLayout, const DataLayoutIndexed& indexed); bool operator==(const DataLayoutIndexed& indexed, const armnn::DataLayout& dataLayout); } // namespace armnnUtils