/* * 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. */ #ifndef __ARM_COMPUTE_TEST_FFT_H__ #define __ARM_COMPUTE_TEST_FFT_H__ #include "tests/SimpleTensor.h" #include "tests/validation/Helpers.h" namespace arm_compute { namespace test { namespace validation { namespace reference { enum class FFTDirection { Forward, Inverse }; /** Performs an one dimensional DFT on a real input. * * @param[in] src Source tensor. * * @return Complex output of length n/2 + 1 due to symmetry. */ template SimpleTensor rdft_1d(const SimpleTensor &src); /** Performs an one dimensional inverse DFT on a real input. * * @param[in] src Source tensor. * @param[in] is_odd (Optional) Specifies if the output has odd dimensions. * Is used by the inverse variant to reconstruct odd sequences. * * @return Complex output of length n/2 + 1 due to symmetry. */ template SimpleTensor ridft_1d(const SimpleTensor &src, bool is_odd = false); /** Performs an one dimensional DFT on a complex input. * * @param[in] src Source tensor. * @param[in] direction Direction of the DFT. * * @return Complex output of same length as input. */ template SimpleTensor dft_1d(const SimpleTensor &src, FFTDirection direction); /** Performs a two dimensional DFT on a real input. * * @param[in] src Source tensor. * * @return Complex output of length n/2 + 1 across width due to symmetry and height of same size as the input. */ template SimpleTensor rdft_2d(const SimpleTensor &src); /** Performs a two dimensional inverse DFT on a real input. * * @param[in] src Source tensor. * @param[in] is_odd (Optional) Specifies if the output has odd dimensions across width. * Is used by the inverse variant to reconstruct odd sequences. * * @return Complex output of length n/2 + 1 across width due to symmetry and height of same size as the input. */ template SimpleTensor ridft_2d(const SimpleTensor &src, bool is_odd = false); /** Performs a two dimensional DFT on a complex input. * * @param[in] src Source tensor. * @param[in] direction Direction of the DFT. * * @return Complex output of same length as input. */ template SimpleTensor dft_2d(const SimpleTensor &src, FFTDirection direction); /** Performs and DFT based convolution on a real input. * * @param[in] src Source tensor. * @param[in] w Weights tensor. * @param[in] conv_info Convolution related metadata. * * @return The output tensor. */ template SimpleTensor conv2d_dft(const SimpleTensor &src, const SimpleTensor &w, const PadStrideInfo &conv_info); } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute #endif /* __ARM_COMPUTE_TEST_FFT_H__ */