Welcome to mirror list, hosted at ThFree Co, Russian Federation.

svd.cc « intern « eigen « intern - git.blender.org/blender.git - Unnamed repository; edit this file 'description' to name the repository.
summaryrefslogtreecommitdiff
blob: c036ac6ebf81723790bf74e9a5e4f4663fcf8ef1 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
/* SPDX-License-Identifier: GPL-2.0-or-later
 * Copyright 2015 Blender Foundation. All rights reserved. */

/** \file
 * \ingroup intern_eigen
 */

#ifndef __EIGEN3_SVD_C_API_CC__
#define __EIGEN3_SVD_C_API_CC__

/* Eigen gives annoying huge amount of warnings here, silence them! */
#if defined(__GNUC__) && !defined(__clang__)
#  pragma GCC diagnostic ignored "-Wlogical-op"
#endif

#ifdef __EIGEN3_SVD_C_API_CC__ /* quiet warning */
#endif

#include <Eigen/Core>
#include <Eigen/Dense>
#include <Eigen/SVD>

#include "svd.h"

using Eigen::JacobiSVD;

using Eigen::NoQRPreconditioner;

using Eigen::ComputeThinU;
using Eigen::ComputeThinV;

using Eigen::Map;
using Eigen::MatrixXf;
using Eigen::VectorXf;

using Eigen::Matrix4f;

void EIG_svd_square_matrix(const int size, const float *matrix, float *r_U, float *r_S, float *r_V)
{
  /* Since our matrix is squared, we can use thinU/V. */
  unsigned int flags = (r_U ? ComputeThinU : 0) | (r_V ? ComputeThinV : 0);

  /* Blender and Eigen matrices are both column-major. */
  JacobiSVD<MatrixXf, NoQRPreconditioner> svd(Map<MatrixXf>((float *)matrix, size, size), flags);

  if (r_U) {
    Map<MatrixXf>(r_U, size, size) = svd.matrixU();
  }

  if (r_S) {
    Map<VectorXf>(r_S, size) = svd.singularValues();
  }

  if (r_V) {
    Map<MatrixXf>(r_V, size, size) = svd.matrixV();
  }
}

#endif /* __EIGEN3_SVD_C_API_CC__ */