/******************************************************************************* * 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 07.12.2017 // #include #if NOT_EXCLUDED(OP_matrix_set_diag) #include #include namespace nd4j { namespace ops { CONFIGURABLE_OP_IMPL(matrix_set_diag, 2, 1, false, 0, 0) { auto input = INPUT_VARIABLE(0); auto diagonal = INPUT_VARIABLE(1); auto output = OUTPUT_VARIABLE(0); REQUIRE_TRUE(diagonal->rankOf() == input->rankOf()-1, 0, "MATRIX_SET_DIAG op: rank of diagonal array must be smaller by one compared to rank of input array, but got %i and %i correspondingly !", diagonal->rankOf(), input->rankOf()); for(int i = 0; i < diagonal->rankOf() - 1; ++i) REQUIRE_TRUE(diagonal->sizeAt(i) == input->sizeAt(i), 0, "MATRIX_SET_DIAG op: the shapes of diagonal and input arrays must be equal till last diagonal dimension but one, however got diagonal=%s and input=%s instead !", ShapeUtils::shapeAsString(diagonal).c_str(), ShapeUtils::shapeAsString(input).c_str()); REQUIRE_TRUE(diagonal->sizeAt(-1) == (int)nd4j::math::nd4j_min(input->sizeAt(-1), input->sizeAt(-2)), 0, "MATRIX_SET_DIAG op: the value of last dimension of diagonal array must be equal to min(input_last_shape=%i, input_last_but_one_shape=%i), but got %i instead !", input->sizeAt(-1), input->sizeAt(-2), diagonal->sizeAt(-1)); helpers::matrixSetDiag(block.launchContext(), input, diagonal, output); return Status::OK(); } DECLARE_SYN(MatrixSetDiag, matrix_set_diag); DECLARE_TYPES(matrix_set_diag) { getOpDescriptor() ->setAllowedInputTypes(nd4j::DataType::ANY) ->setSameMode(true); } } } #endif