2717b25931
* Added qr op implementation. Initial version. * Fixed doc for qr op. Signed-off-by: shugeo <sgazeos@gmail.com> * Implementation of QR decomposition. CPU platform version. * Added a pair of tests for qr op testing. Signed-off-by: shugeo <sgazeos@gmail.com> * QR implementation. Signed-off-by: shugeo <sgazeos@gmail.com> * Corrected norm using. * Properly calculated intermediate results with QR decomposition. * Another step to implement QR algorithm by householder. * Cpu implementatio for QR decomposition. The first working edition. * Corrected test to QR decomposition. * Added tad multithreading with QR implementation. * Finished cpu implementation for QR decomposition helpers. * Refactored tests and improved multithreading. * Refactored QR cpu implementation and update cuda implementation helpers. * Cuda QR helper implementation. The first working edition. * Eliminated waste prints. * Restore multithreading with cuda implementation. * Ops names corrected * Refactored qr op helpers to optimize. Signed-off-by: shugeo <sgazeos@gmail.com> * Eliminated waste manual ticking. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored memory allocation to avoid waste memory usage. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored matrixMinor method both for cuda and cpu platforms. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored method of vmul to use raw buffers instead type conversion. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored temporary array of matricies. Signed-off-by: shugeo <sgazeos@gmail.com> Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> Co-authored-by: raver119 <raver119@gmail.com>
36 lines
1.1 KiB
C++
36 lines
1.1 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author George A. Shulinok <sgazeos@gmail.com>
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//
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#ifndef __QR__H_HELPERS__
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#define __QR__H_HELPERS__
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#include <op_boilerplate.h>
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#include <NDArray.h>
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namespace nd4j {
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namespace ops {
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namespace helpers {
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void qr(nd4j::LaunchContext * context, NDArray* input, NDArray* outputQ, NDArray* outputR, bool const fullMatricies);
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}
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}
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}
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#endif
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