/* * Copyright (c) 2023 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef CKW_SRC_TENSOR3DMAPPER_H #define CKW_SRC_TENSOR3DMAPPER_H #include "ckw/TensorSampler.h" #include namespace ckw { class ITensor; class TensorSampler; /** This internal-only class is responsible to map an Nd tensor to a 3d tensor with the * help of TensorSampler object. The aim of the dimensionality reduction is to reduce * the address calculation to: * x + y * stride_y + z * stride_z + offset, where offset is determined by the batch. */ class Tensor3dMapper { public: /** Constructor */ Tensor3dMapper(ITensor *tensor, TensorSampler sampler); /** Get dimension x as string */ std::string tensor_component_x() const; /** Get dimension y as string */ std::string tensor_component_y() const; /** Get dimension z as string */ std::string tensor_component_z() const; /** Get stride for dimension x as string */ std::string tensor_component_stride_x() const; /** Get stride for dimension y as string */ std::string tensor_component_stride_y() const; /** Get stride for dimension z as string */ std::string tensor_component_stride_z() const; /** Get stride for batch dimension as string */ std::string tensor_component_stride_batch() const; /** Get the tensor sampler */ TensorSampler sampler() const; /** Get the associated tensor */ ITensor *tensor() const; private: ITensor *_tensor; TensorSampler _sampler; }; } // namespace ckw #endif /* CKW_SRC_TENSOR3DMAPPER_H */