/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://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. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // This file contains various helper methods/classes suited for sparse support // // @author raver119@gmail.com // #ifndef LIBND4J_SPECIALS_SPARSE_H #define LIBND4J_SPECIALS_SPARSE_H #include namespace sd { namespace sparse { template class SparseUtils { public: /** * Just simple helper for debugging :) * * @param indices * @param rank * @param x */ static void printIndex(Nd4jLong *indices, int rank, int x); static bool ltIndices(Nd4jLong *indices, int rank, Nd4jLong x, Nd4jLong y); /** * Returns true, if x > y, false otherwise * @param indices * @param rank * @param x * @param y * @return */ static bool gtIndices(Nd4jLong *indices, int rank, Nd4jLong x, Nd4jLong y); static void swapEverything(Nd4jLong *indices, T *array, int rank, Nd4jLong x, Nd4jLong y); static void coo_quickSort_parallel_internal(Nd4jLong *indices, T* array, Nd4jLong left, Nd4jLong right, int cutoff, int rank); static void coo_quickSort_parallel(Nd4jLong *indices, T* array, Nd4jLong lenArray, int numThreads, int rank); static Nd4jLong coo_quickSort_findPivot(Nd4jLong *indices, T *array, Nd4jLong left, Nd4jLong right, int rank); static void sortCooIndicesGeneric(Nd4jLong *indices, T *values, Nd4jLong length, int rank); }; } } #endif //LIBND4J_SPECIALS_SPARSE_H