/******************************************************************************* * 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 ******************************************************************************/ // // @author Adam Gibson // #include #if NOT_EXCLUDED(OP_choose) #include #include #include namespace nd4j { namespace ops { CUSTOM_OP_IMPL(choose, -1, 2, false, -2, -1) { int mode = INT_ARG(0); auto result = OUTPUT_VARIABLE(0); auto numResults = OUTPUT_VARIABLE(1); if (block.width() > 1) { auto arg = INPUT_VARIABLE(0); auto comp = INPUT_VARIABLE(1); helpers::chooseFunctorArray(block.launchContext(), arg, comp, mode, result, numResults); }//scalar case else { double scalar = T_ARG(0); auto arg = INPUT_VARIABLE(0); helpers::chooseFunctorScalar(block.launchContext(), arg, scalar, mode, result, numResults); } return Status::OK(); } DECLARE_TYPES(choose) { getOpDescriptor() ->setAllowedInputTypes(0, {ALL_FLOATS}) ->setAllowedInputTypes(1, {ALL_FLOATS}) ->setAllowedOutputTypes(0, {ALL_FLOATS}) ->setAllowedOutputTypes(1, {ALL_INTS}); } DECLARE_SHAPE_FN(choose) { Nd4jLong *shape; int rank; int mode = INT_ARG(0); auto numResults = NDArrayFactory::create(0L); if(block.width() > 1) { auto first = INPUT_VARIABLE(0); auto second = INPUT_VARIABLE(1); if(first->lengthOf() > second->lengthOf()) { shape = first->getShapeInfo(); rank = first->rankOf(); } else { shape = second->getShapeInfo(); rank = second->rankOf(); } helpers::chooseFunctorArray(block.launchContext(), first, second, mode, nullptr, &numResults); } else { auto first = INPUT_VARIABLE(0); shape = first->getShapeInfo(); rank = first->rankOf(); double scalar = T_ARG(0); helpers::chooseFunctorScalar(block.launchContext(), first, scalar, mode, nullptr, &numResults); } auto newShape = ConstantShapeHelper::getInstance()->vectorShapeInfo(numResults.e(0), ArrayOptions::dataType(inputShape->at(0))); auto shapeScalar = ConstantShapeHelper::getInstance()->scalarShapeInfo(nd4j::DataType::INT64); return SHAPELIST(newShape, shapeScalar); } } } #endif