/* * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /** * @file Tensor3DSource.h * @ingroup COM_AI_RUNTIME * @brief This file defines Tensor3DSource class */ #ifndef __TENSOR3D_SOURCE_H__ #define __TENSOR3D_SOURCE_H__ #include "internal/Source.h" // // This is memcpy() version of generic TensorSource for 3D tensor // #include #include #include /** * @brief Class to push tensor data to arm compute tensor */ template class Tensor3DSource final : public Source { public: /** * @brief Construct a new Tensor3DSource object * @param[in] shape Shape of tensor * @param[in] base Pointer of tensor data to push * @param[in] size Size of tensor */ Tensor3DSource(const nnfw::misc::tensor::Shape &shape, const T *base, const size_t size) : _shape{shape}, _base{base}, _size{size} { // DO NOTHING } public: /** * @brief Push tensor data to arm compute tensor * @param[out] tensor Tensor object of arm compute to push tensor data * @return N/A */ void push(::arm_compute::ITensor &tensor) const override { using ::arm_compute::Window; using ::arm_compute::Iterator; using ::arm_compute::Coordinates; using ::arm_compute::execute_window_loop; Window window; window.use_tensor_dimensions(tensor.info()->tensor_shape(), ::arm_compute::Window::DimY); int32_t height_width = _shape.dim(1) * _shape.dim(2); int32_t width = _shape.dim(2); Iterator it(&tensor, window); execute_window_loop(window, [&](const ::arm_compute::Coordinates &id) { const auto z = id.z(); const auto y = id.y(); memcpy(it.ptr(), _base + z * height_width + y * width, width * sizeof(T)); }, it); } private: const nnfw::misc::tensor::Shape _shape; private: const T *const _base; const size_t _size; }; #endif // __TENSOR3D_SOURCE_H__