/******************************************************************************* * Copyright (c) 2020 Konduit K.K. * * 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 ******************************************************************************/ // // @author raver119@gmail.com // #include #include #include namespace sd { namespace ops { namespace helpers { ////////////////////////////////////////////////////////////////////////// void argMax(const NDArray& input, NDArray& output, const std::vector& dimensions) { NDArray::prepareSpecialUse({&output}, {&input}); if (output.isScalar()) { NativeOpExecutioner::execIndexReduceScalar(LaunchContext::defaultContext(), indexreduce::Ops::IndexMax, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo()); } else { auto tadPack = sd::ConstantTadHelper::getInstance()->tadForDimensions(input.shapeInfo(), dimensions); NativeOpExecutioner::execIndexReduce(LaunchContext::defaultContext(), indexreduce::Ops::IndexMax, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo(), (int*) nullptr, dimensions.size(), tadPack.specialShapeInfo(), tadPack.specialOffsets()); } NDArray::registerSpecialUse({ &output }, { &input }); } void argMin(const NDArray& input, NDArray& output, const std::vector& dimensions) { NDArray::prepareSpecialUse({ &output }, { &input }); if (output.isScalar()) { NativeOpExecutioner::execIndexReduceScalar(LaunchContext::defaultContext(), indexreduce::Ops::IndexMin, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo()); } else { auto tadPack = sd::ConstantTadHelper::getInstance()->tadForDimensions(input.shapeInfo(), dimensions); NativeOpExecutioner::execIndexReduce(LaunchContext::defaultContext(), indexreduce::Ops::IndexMin, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo(), (int*) nullptr, dimensions.size(), tadPack.specialShapeInfo(), tadPack.specialOffsets()); } NDArray::registerSpecialUse({ &output }, { &input }); } void argAbsMax(const NDArray& input, NDArray& output, const std::vector& dimensions) { NDArray::prepareSpecialUse({ &output }, { &input }); if (output.isScalar()) { NativeOpExecutioner::execIndexReduceScalar(LaunchContext::defaultContext(), indexreduce::Ops::IndexAbsoluteMax, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo()); } else { auto tadPack = sd::ConstantTadHelper::getInstance()->tadForDimensions(input.shapeInfo(), dimensions); NativeOpExecutioner::execIndexReduce(LaunchContext::defaultContext(), indexreduce::Ops::IndexAbsoluteMax, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo(), (int*) nullptr, dimensions.size(), tadPack.specialShapeInfo(), tadPack.specialOffsets()); } NDArray::registerSpecialUse({ &output }, { &input }); } void argAbsMin(const NDArray& input, NDArray& output, const std::vector& dimensions) { NDArray::prepareSpecialUse({ &output }, { &input }); if (output.isScalar()) { NativeOpExecutioner::execIndexReduceScalar(LaunchContext::defaultContext(), indexreduce::Ops::IndexAbsoluteMin, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo()); } else { auto tadPack = sd::ConstantTadHelper::getInstance()->tadForDimensions(input.shapeInfo(), dimensions); NativeOpExecutioner::execIndexReduce(LaunchContext::defaultContext(), indexreduce::Ops::IndexAbsoluteMin, input.buffer(), input.shapeInfo(), input.specialBuffer(), input.specialShapeInfo(), nullptr, output.buffer(), output.shapeInfo(), output.specialBuffer(), output.specialShapeInfo(), (int *) nullptr, dimensions.size(), tadPack.specialShapeInfo(), tadPack.specialOffsets()); } NDArray::registerSpecialUse({&output}, {&input}); } } } }