/* * Copyright (c) 2020 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 SRC_CORE_HELPERS_SOFTMAXHELPERS_H #define SRC_CORE_HELPERS_SOFTMAXHELPERS_H #include "arm_compute/core/Types.h" namespace arm_compute { namespace softmax_helpers { /** Given a softmax axis, this function returns the permutation vector required to put the axis to the front * * @note This function assumes a tensor rank <= 4 * * Axis selects the dimension on which softmax is performed. * E.g. For input of shape 4x5x6 and axis=1, softmax will be applied to 4x6=24 vectors of size 5. * Interally softmax kernels is always performed on the first dimension (front dimension), therefore permutation is * required to put the dimension specified by @p axis to the first dimension. * * @param[in] axis Axis on which to perform softmax. Supported: 1, 2, 3 (0 implies no permutation needed) * * @return the permutation vector */ PermutationVector get_permutation_vector_from_softmax_axis(size_t axis); } // namespace softmax_helpers } // namespace arm_compute #endif /* SRC_CORE_HELPERS_SOFTMAXHELPERS_H */