/******************************************************************************* * 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 ******************************************************************************/ // // Created by Yurii Shyrma on 18.12.2017. // #ifndef LIBND4J_BIDIAGONALUP_H #define LIBND4J_BIDIAGONALUP_H #include #include "NDArray.h" namespace nd4j { namespace ops { namespace helpers { class BiDiagonalUp { public: NDArray _HHmatrix; // 2D Householder matrix NDArray _HHbidiag; // vector which contains Householder coefficients /** * constructor * * matrix - input matrix expected to be bi-diagonalized, remains unaffected */ BiDiagonalUp(const NDArray& matrix); /** * this method evaluates data (coeff, normX, tail) used in Householder transformation * formula for Householder matrix: P = identity_matrix - coeff * w * w^T * P * x = [normX, 0, 0 , 0, ...] * coeff - scalar * w = [1, w1, w2, w3, ...], "tail" is w except first unity element, that is "tail" = [w1, w2, w3, ...] * tail and coeff are stored in _HHmatrix * normX are stored in _HHbidiag */ template void _evalData(); void evalData(); /** * this method evaluates product of Householder sequence matrices (transformations) acting on columns * * type - type of sequence, type = 'u' (acting on columns) or type = 'v' (acting on rows) */ template HHsequence makeHHsequence_(const char type) const; HHsequence makeHHsequence(const char type) const; }; } } } #endif //LIBND4J_BIDIAGONALUP_H