/* ****************************************************************************** * * * 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 ******************************************************************************/ // // @author Yurii Shyrma (iuriish@yahoo.com), created on 01.11.2017 // #include #if NOT_EXCLUDED(OP_parallel_stack) #include #include namespace sd { namespace ops { CUSTOM_OP_IMPL(parallel_stack, -1, 1, false, 0, 0) { auto input = INPUT_VARIABLE(0); auto output = OUTPUT_VARIABLE(0); // check whether shapes of all input array are the same for (int i = 0; i < (int) block.width() - 1; ++i) REQUIRE_TRUE(shape::equalsSoft((INPUT_VARIABLE(i))->shapeInfo(), (INPUT_VARIABLE(i+1))->shapeInfo()), 0, "PARALLEL_STACK op: the shapes of all input arrays must be the same !"); std::vector inArrs(block.width()); for(int i = 0; i < block.width(); ++i) inArrs[i] = INPUT_VARIABLE(i); const int dim = 0; helpers::stack(block.launchContext(), inArrs, *output, dim); return Status::OK(); } DECLARE_TYPES(parallel_stack) { getOpDescriptor() ->setAllowedInputTypes(sd::DataType::ANY) ->setAllowedOutputTypes({ALL_FLOATS}); } DECLARE_SHAPE_FN(parallel_stack) { auto inShapeInfo = inputShape->at(0); int rank = inShapeInfo[0]; Nd4jLong* outShapeInfo = nullptr; ALLOCATE(outShapeInfo, block.getWorkspace(), shape::shapeInfoLength(rank+1), Nd4jLong); outShapeInfo[0] = rank + 1; outShapeInfo[1] = block.width(); for(int i = 1; i <= rank; ++i) outShapeInfo[i+1] = inShapeInfo[i]; ShapeUtils::updateStridesAndType(outShapeInfo, inShapeInfo, shape::order(inShapeInfo)); return SHAPELIST(CONSTANT(outShapeInfo)); } } } #endif