/* * Copyright (c) 2019 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. */ #include "arm_compute/core/Types.h" #include "arm_compute/runtime/NEON/NEFunctions.h" #include "utils/Utils.h" using namespace arm_compute; using namespace utils; class NeonPermuteExample : public Example { public: NeonPermuteExample() = default; bool do_setup(int, char **) override { // Initialise shapes init_tensor(TensorShape(8U, 4U, 2U), tensor_nchw, DataType::U8, DataLayout::NCHW); init_tensor(TensorShape(2U, 8U, 4U), tensor_nhwc, DataType::U8, DataLayout::NHWC); init_tensor(TensorShape(8U, 4U, 2U), tensor_nchw_result, DataType::U8, DataLayout::NCHW); // Create the permutation vector to turn a NCHW tensor to NHWC. // The input tensor is NCHW, which means that the fastest changing coordinate is W=8U. // For permutation vectors the fastest changing coordinate is the one on the left too. // Each element in the permutation vector specifies a mapping from the source tensor to the destination one, thus if we // use 2U in the permutation vector's first element we are telling the function to move the channels to the fastest // changing coordinate in the destination tensor. const PermutationVector vector_nchw_to_nhwc(2U, 0U, 1U); permute_nhwc.configure(&tensor_nchw, &tensor_nhwc, vector_nchw_to_nhwc); // Allocate and fill tensors tensor_nhwc.allocator()->allocate(); tensor_nchw.allocator()->allocate(); fill_tensor(tensor_nchw); // Demostrate autoconfigure for the output tensor const PermutationVector vector_nhwc_to_nchw(1U, 2U, 0U); permute_nchw.configure(&tensor_nhwc, &tensor_nchw_result, vector_nhwc_to_nchw); tensor_nchw_result.allocator()->allocate(); return true; } void do_run() override { permute_nhwc.run(); permute_nchw.run(); } void do_teardown() override { #if ARM_COMPUTE_DEBUG_ENABLED std::cout << "Tensor NCHW" << std::endl; tensor_nchw.print(std::cout); std::cout << "Tensor NHWC" << std::endl; tensor_nhwc.print(std::cout); #endif // ARM_COMPUTE_DEBUG_ENABLED } private: void validate_result(const Tensor &reference, const Tensor &result) { Window window; window.use_tensor_dimensions(reference.info()->tensor_shape()); Iterator ref_it(&reference, window); Iterator res_it(&result, window); execute_window_loop( window, [&](const Coordinates &) { assert(*reinterpret_cast(ref_it.ptr()) == *reinterpret_cast(res_it.ptr())); }, ref_it, res_it); } void fill_tensor(Tensor &tensor) { Window window; window.use_tensor_dimensions(tensor.info()->tensor_shape()); Iterator tensor_it(&tensor, window); unsigned char val(0); execute_window_loop( window, [&](const Coordinates &) { *reinterpret_cast(tensor_it.ptr()) = val++; }, tensor_it); } void init_tensor(const TensorShape shape, Tensor &tensor, DataType type, DataLayout layout) { tensor.allocator()->init(TensorInfo(shape, 1, type).set_data_layout(layout)); } Tensor tensor_nchw{}; Tensor tensor_nhwc{}; Tensor tensor_nchw_result{}; NEPermute permute_nhwc{}; NEPermute permute_nchw{}; }; /** Main program that instantiates a permute function example. * * @param[in] argc Number of arguments * @param[in] argv Arguments */ int main(int argc, char **argv) { return utils::run_example(argc, argv); }