/* ****************************************************************************** * * * 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. * * See the NOTICE file distributed with this work for additional * information regarding copyright ownership. * 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 ******************************************************************************/ #include #include namespace sd { namespace ops { namespace helpers { template static void _compare_elem(NDArray* input, bool isStrictlyIncreasing, bool& output) { auto length = shape::length(input->shapeInfo()); int elementsPerThread = length / ELEMENT_THRESHOLD; int num_threads = sd::math::sd_max(1, elementsPerThread); num_threads = sd::math::sd_min(num_threads, omp_get_max_threads()); sd::LongType sumt = 0; if (isStrictlyIncreasing) { auto func = PRAGMA_REDUCE_LONG { sd::LongType sum = 0; for (auto i = start; i < stop; i++) { auto val0 = input->t(i); auto val1 = input->t(i + 1); sum += val0 >= val1 ? -1 : 0; } return sum; }; sumt = samediff::Threads::parallel_long(func, LAMBDA_SUML, 0, length - 1); } else { auto func = PRAGMA_REDUCE_LONG { sd::LongType sum = 0; for (auto i = start; i < stop; i++) { auto val0 = input->t(i); auto val1 = input->t(i + 1); sum += val0 > val1 ? -1 : 0; } return sum; }; sumt = samediff::Threads::parallel_long(func, LAMBDA_SUML, 0, length - 1); } output = (sumt > -1); } void compare_elem(sd::LaunchContext* context, NDArray* input, bool isStrictlyIncreasing, bool& output) { auto xType = input->dataType(); BUILD_SINGLE_SELECTOR(xType, _compare_elem, (input, isStrictlyIncreasing, output), SD_COMMON_TYPES); } BUILD_SINGLE_TEMPLATE( void _compare_elem, (NDArray * A, bool isStrictlyIncreasing, bool& output); , SD_COMMON_TYPES); } // namespace helpers } // namespace ops } // namespace sd