/******************************************************************************* * 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 Yurii Shyrma (iuriish@yahoo.com), created on 06.12.2017. // #include #if NOT_EXCLUDED(OP_diag_part) #include #include namespace nd4j { namespace ops { CUSTOM_OP_IMPL(diag_part, 1, 1, false, 0, 0) { auto input = INPUT_VARIABLE(0); auto output = OUTPUT_VARIABLE(0); const int inRank = input->rankOf(); // input validation REQUIRE_TRUE(inRank == 2 || inRank == 4 || inRank == 6, 0, "DIAG_PART op: input array must have rank among following three possible values: 2, 4, 6, but got %i instead !", inRank); for(int i = 0; i < inRank-1; ++i) REQUIRE_TRUE(input->sizeAt(i) == input->sizeAt(i+1), 0, "DIAG_PART op: wrong shape of input array %s ! All dimensions must be equal !", ShapeUtils::shapeAsString(input).c_str()); helpers::diagPartFunctor(block.launchContext(), input, output); return Status::OK(); } DECLARE_SYN(DiagPart, diag_part); DECLARE_TYPES(diag_part) { getOpDescriptor() ->setAllowedInputTypes(nd4j::DataType::ANY) ->setSameMode(true); } DECLARE_SHAPE_FN(diag_part) { auto inputShapeInfo = inputShape->at(0); const int inRank = inputShapeInfo[0]; // input validation REQUIRE_TRUE(inRank == 2 || inRank == 4 || inRank == 6, 0, "DIAG_PART op: input array must have rank among following three possible values: 2, 4, 6, but got %i instead !", inRank); for(int i = 1; i < inRank; ++i) REQUIRE_TRUE(inputShapeInfo[i] == inputShapeInfo[i+1], 0, "DIAG_PART op: wrong shape of input array %s ! All dimensions must be equal !", ShapeUtils::shapeAsString(inputShapeInfo).c_str()); Nd4jLong* outShapeInfo = nullptr; int outRank = inRank/2; ALLOCATE(outShapeInfo, block.getWorkspace(), shape::shapeInfoLength(outRank), Nd4jLong); outShapeInfo[0] = outRank; for(int i = 1; i <= outRank; ++i) outShapeInfo[i] = inputShapeInfo[i]; ShapeUtils::updateStridesAndType(outShapeInfo, inputShapeInfo, shape::order(inputShapeInfo)); return SHAPELIST(ConstantShapeHelper::getInstance()->createFromExisting(outShapeInfo, block.workspace())); } } } #endif