/* ****************************************************************************** * * * 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 ******************************************************************************/ // // Created by raver119 on 24/09/18. // #include #include #if NOT_EXCLUDED(OP_Where) #include namespace sd { namespace ops { namespace helpers { template static void __where(NDArray &condition, NDArray &output, memory::Workspace *workspace) { NDArrayList list(0, true); sd::LongType cnt = 0; for (sd::LongType e = 0; e < condition.lengthOf(); e++) { sd::LongType coords[SD_MAX_RANK]; INDEX2COORDS(e, condition.rankOf(), condition.shapeOf(), coords); sd::LongType offset; COORDS2INDEX(condition.rankOf(), shape::stride(condition.shapeInfo()), coords, offset); if (condition.e(offset)) { std::vector arrShape = {1, condition.rankOf()}; auto array = NDArrayFactory::create_('c', arrShape, output.dataType(), output.getContext()); for (sd::LongType f = 0; f < condition.rankOf(); f++) { array->p(f, (T)coords[f]); } list.write(cnt++, array); } } auto s = list.stack(); output.assign(s); delete s; } BUILD_SINGLE_TEMPLATE( void __where, (NDArray & condition, NDArray &output, memory::Workspace *workspace), SD_COMMON_TYPES); void _where(sd::LaunchContext *context, NDArray &condition, NDArray &output, memory::Workspace *workspace) { condition.syncToHost(); BUILD_SINGLE_SELECTOR(output.dataType(), __where, (condition, output, workspace), SD_COMMON_TYPES); output.syncToDevice(); } } // namespace helpers } // namespace ops } // namespace sd #endif