DenseStorage.h 21.7 KB
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 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570
// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
// Copyright (C) 2006-2009 Benoit Jacob <jacob.benoit.1@gmail.com>
// Copyright (C) 2010-2013 Hauke Heibel <hauke.heibel@gmail.com>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.

#ifndef EIGEN_MATRIXSTORAGE_H
#define EIGEN_MATRIXSTORAGE_H

#ifdef EIGEN_DENSE_STORAGE_CTOR_PLUGIN
  #define EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(X) X; EIGEN_DENSE_STORAGE_CTOR_PLUGIN;
#else
  #define EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(X)
#endif

namespace Eigen {

namespace internal {

struct constructor_without_unaligned_array_assert {};

template<typename T, int Size>
EIGEN_DEVICE_FUNC
void check_static_allocation_size()
{
  // if EIGEN_STACK_ALLOCATION_LIMIT is defined to 0, then no limit
  #if EIGEN_STACK_ALLOCATION_LIMIT
  EIGEN_STATIC_ASSERT(Size * sizeof(T) <= EIGEN_STACK_ALLOCATION_LIMIT, OBJECT_ALLOCATED_ON_STACK_IS_TOO_BIG);
  #endif
}

/** \internal
  * Static array. If the MatrixOrArrayOptions require auto-alignment, the array will be automatically aligned:
  * to 16 bytes boundary if the total size is a multiple of 16 bytes.
  */
template <typename T, int Size, int MatrixOrArrayOptions,
          int Alignment = (MatrixOrArrayOptions&DontAlign) ? 0
                        : compute_default_alignment<T,Size>::value >
struct plain_array
{
  T array[Size];

  EIGEN_DEVICE_FUNC
  plain_array()
  { 
    check_static_allocation_size<T,Size>();
  }

  EIGEN_DEVICE_FUNC
  plain_array(constructor_without_unaligned_array_assert)
  { 
    check_static_allocation_size<T,Size>();
  }
};

#if defined(EIGEN_DISABLE_UNALIGNED_ARRAY_ASSERT)
  #define EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(sizemask)
#elif EIGEN_GNUC_AT_LEAST(4,7) 
  // GCC 4.7 is too aggressive in its optimizations and remove the alignement test based on the fact the array is declared to be aligned.
  // See this bug report: http://gcc.gnu.org/bugzilla/show_bug.cgi?id=53900
  // Hiding the origin of the array pointer behind a function argument seems to do the trick even if the function is inlined:
  template<typename PtrType>
  EIGEN_ALWAYS_INLINE PtrType eigen_unaligned_array_assert_workaround_gcc47(PtrType array) { return array; }
  #define EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(sizemask) \
    eigen_assert((internal::UIntPtr(eigen_unaligned_array_assert_workaround_gcc47(array)) & (sizemask)) == 0 \
              && "this assertion is explained here: " \
              "http://eigen.tuxfamily.org/dox-devel/group__TopicUnalignedArrayAssert.html" \
              " **** READ THIS WEB PAGE !!! ****");
#else
  #define EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(sizemask) \
    eigen_assert((internal::UIntPtr(array) & (sizemask)) == 0 \
              && "this assertion is explained here: " \
              "http://eigen.tuxfamily.org/dox-devel/group__TopicUnalignedArrayAssert.html" \
              " **** READ THIS WEB PAGE !!! ****");
#endif

template <typename T, int Size, int MatrixOrArrayOptions>
struct plain_array<T, Size, MatrixOrArrayOptions, 8>
{
  EIGEN_ALIGN_TO_BOUNDARY(8) T array[Size];

  EIGEN_DEVICE_FUNC
  plain_array() 
  {
    EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(7);
    check_static_allocation_size<T,Size>();
  }

  EIGEN_DEVICE_FUNC
  plain_array(constructor_without_unaligned_array_assert) 
  { 
    check_static_allocation_size<T,Size>();
  }
};

template <typename T, int Size, int MatrixOrArrayOptions>
struct plain_array<T, Size, MatrixOrArrayOptions, 16>
{
  EIGEN_ALIGN_TO_BOUNDARY(16) T array[Size];

  EIGEN_DEVICE_FUNC
  plain_array() 
  { 
    EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(15);
    check_static_allocation_size<T,Size>();
  }

  EIGEN_DEVICE_FUNC
  plain_array(constructor_without_unaligned_array_assert) 
  { 
    check_static_allocation_size<T,Size>();
  }
};

template <typename T, int Size, int MatrixOrArrayOptions>
struct plain_array<T, Size, MatrixOrArrayOptions, 32>
{
  EIGEN_ALIGN_TO_BOUNDARY(32) T array[Size];

  EIGEN_DEVICE_FUNC
  plain_array() 
  {
    EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(31);
    check_static_allocation_size<T,Size>();
  }

  EIGEN_DEVICE_FUNC
  plain_array(constructor_without_unaligned_array_assert) 
  { 
    check_static_allocation_size<T,Size>();
  }
};

template <typename T, int Size, int MatrixOrArrayOptions>
struct plain_array<T, Size, MatrixOrArrayOptions, 64>
{
  EIGEN_ALIGN_TO_BOUNDARY(64) T array[Size];

  EIGEN_DEVICE_FUNC
  plain_array() 
  { 
    EIGEN_MAKE_UNALIGNED_ARRAY_ASSERT(63);
    check_static_allocation_size<T,Size>();
  }

  EIGEN_DEVICE_FUNC
  plain_array(constructor_without_unaligned_array_assert) 
  { 
    check_static_allocation_size<T,Size>();
  }
};

template <typename T, int MatrixOrArrayOptions, int Alignment>
struct plain_array<T, 0, MatrixOrArrayOptions, Alignment>
{
  T array[1];
  EIGEN_DEVICE_FUNC plain_array() {}
  EIGEN_DEVICE_FUNC plain_array(constructor_without_unaligned_array_assert) {}
};

} // end namespace internal

/** \internal
  *
  * \class DenseStorage
  * \ingroup Core_Module
  *
  * \brief Stores the data of a matrix
  *
  * This class stores the data of fixed-size, dynamic-size or mixed matrices
  * in a way as compact as possible.
  *
  * \sa Matrix
  */
template<typename T, int Size, int _Rows, int _Cols, int _Options> class DenseStorage;

// purely fixed-size matrix
template<typename T, int Size, int _Rows, int _Cols, int _Options> class DenseStorage
{
    internal::plain_array<T,Size,_Options> m_data;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(Index size = Size)
    }
    EIGEN_DEVICE_FUNC
    explicit DenseStorage(internal::constructor_without_unaligned_array_assert)
      : m_data(internal::constructor_without_unaligned_array_assert()) {}
    EIGEN_DEVICE_FUNC 
    DenseStorage(const DenseStorage& other) : m_data(other.m_data) {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(Index size = Size)
    }
    EIGEN_DEVICE_FUNC 
    DenseStorage& operator=(const DenseStorage& other)
    { 
      if (this != &other) m_data = other.m_data;
      return *this; 
    }
    EIGEN_DEVICE_FUNC DenseStorage(Index size, Index rows, Index cols) {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      eigen_internal_assert(size==rows*cols && rows==_Rows && cols==_Cols);
      EIGEN_UNUSED_VARIABLE(size);
      EIGEN_UNUSED_VARIABLE(rows);
      EIGEN_UNUSED_VARIABLE(cols);
    }
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other) { std::swap(m_data,other.m_data); }
    EIGEN_DEVICE_FUNC static Index rows(void) {return _Rows;}
    EIGEN_DEVICE_FUNC static Index cols(void) {return _Cols;}
    EIGEN_DEVICE_FUNC void conservativeResize(Index,Index,Index) {}
    EIGEN_DEVICE_FUNC void resize(Index,Index,Index) {}
    EIGEN_DEVICE_FUNC const T *data() const { return m_data.array; }
    EIGEN_DEVICE_FUNC T *data() { return m_data.array; }
};

// null matrix
template<typename T, int _Rows, int _Cols, int _Options> class DenseStorage<T, 0, _Rows, _Cols, _Options>
{
  public:
    EIGEN_DEVICE_FUNC DenseStorage() {}
    EIGEN_DEVICE_FUNC explicit DenseStorage(internal::constructor_without_unaligned_array_assert) {}
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage&) {}
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage&) { return *this; }
    EIGEN_DEVICE_FUNC DenseStorage(Index,Index,Index) {}
    EIGEN_DEVICE_FUNC void swap(DenseStorage& ) {}
    EIGEN_DEVICE_FUNC static Index rows(void) {return _Rows;}
    EIGEN_DEVICE_FUNC static Index cols(void) {return _Cols;}
    EIGEN_DEVICE_FUNC void conservativeResize(Index,Index,Index) {}
    EIGEN_DEVICE_FUNC void resize(Index,Index,Index) {}
    EIGEN_DEVICE_FUNC const T *data() const { return 0; }
    EIGEN_DEVICE_FUNC T *data() { return 0; }
};

// more specializations for null matrices; these are necessary to resolve ambiguities
template<typename T, int _Options> class DenseStorage<T, 0, Dynamic, Dynamic, _Options>
: public DenseStorage<T, 0, 0, 0, _Options> { };

template<typename T, int _Rows, int _Options> class DenseStorage<T, 0, _Rows, Dynamic, _Options>
: public DenseStorage<T, 0, 0, 0, _Options> { };

template<typename T, int _Cols, int _Options> class DenseStorage<T, 0, Dynamic, _Cols, _Options>
: public DenseStorage<T, 0, 0, 0, _Options> { };

// dynamic-size matrix with fixed-size storage
template<typename T, int Size, int _Options> class DenseStorage<T, Size, Dynamic, Dynamic, _Options>
{
    internal::plain_array<T,Size,_Options> m_data;
    Index m_rows;
    Index m_cols;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() : m_rows(0), m_cols(0) {}
    EIGEN_DEVICE_FUNC explicit DenseStorage(internal::constructor_without_unaligned_array_assert)
      : m_data(internal::constructor_without_unaligned_array_assert()), m_rows(0), m_cols(0) {}
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage& other) : m_data(other.m_data), m_rows(other.m_rows), m_cols(other.m_cols) {}
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage& other) 
    { 
      if (this != &other)
      {
        m_data = other.m_data;
        m_rows = other.m_rows;
        m_cols = other.m_cols;
      }
      return *this; 
    }
    EIGEN_DEVICE_FUNC DenseStorage(Index, Index rows, Index cols) : m_rows(rows), m_cols(cols) {}
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other)
    { std::swap(m_data,other.m_data); std::swap(m_rows,other.m_rows); std::swap(m_cols,other.m_cols); }
    EIGEN_DEVICE_FUNC Index rows() const {return m_rows;}
    EIGEN_DEVICE_FUNC Index cols() const {return m_cols;}
    EIGEN_DEVICE_FUNC void conservativeResize(Index, Index rows, Index cols) { m_rows = rows; m_cols = cols; }
    EIGEN_DEVICE_FUNC void resize(Index, Index rows, Index cols) { m_rows = rows; m_cols = cols; }
    EIGEN_DEVICE_FUNC const T *data() const { return m_data.array; }
    EIGEN_DEVICE_FUNC T *data() { return m_data.array; }
};

// dynamic-size matrix with fixed-size storage and fixed width
template<typename T, int Size, int _Cols, int _Options> class DenseStorage<T, Size, Dynamic, _Cols, _Options>
{
    internal::plain_array<T,Size,_Options> m_data;
    Index m_rows;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() : m_rows(0) {}
    EIGEN_DEVICE_FUNC explicit DenseStorage(internal::constructor_without_unaligned_array_assert)
      : m_data(internal::constructor_without_unaligned_array_assert()), m_rows(0) {}
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage& other) : m_data(other.m_data), m_rows(other.m_rows) {}
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage& other) 
    {
      if (this != &other)
      {
        m_data = other.m_data;
        m_rows = other.m_rows;
      }
      return *this; 
    }
    EIGEN_DEVICE_FUNC DenseStorage(Index, Index rows, Index) : m_rows(rows) {}
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other) { std::swap(m_data,other.m_data); std::swap(m_rows,other.m_rows); }
    EIGEN_DEVICE_FUNC Index rows(void) const {return m_rows;}
    EIGEN_DEVICE_FUNC Index cols(void) const {return _Cols;}
    EIGEN_DEVICE_FUNC void conservativeResize(Index, Index rows, Index) { m_rows = rows; }
    EIGEN_DEVICE_FUNC void resize(Index, Index rows, Index) { m_rows = rows; }
    EIGEN_DEVICE_FUNC const T *data() const { return m_data.array; }
    EIGEN_DEVICE_FUNC T *data() { return m_data.array; }
};

// dynamic-size matrix with fixed-size storage and fixed height
template<typename T, int Size, int _Rows, int _Options> class DenseStorage<T, Size, _Rows, Dynamic, _Options>
{
    internal::plain_array<T,Size,_Options> m_data;
    Index m_cols;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() : m_cols(0) {}
    EIGEN_DEVICE_FUNC explicit DenseStorage(internal::constructor_without_unaligned_array_assert)
      : m_data(internal::constructor_without_unaligned_array_assert()), m_cols(0) {}
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage& other) : m_data(other.m_data), m_cols(other.m_cols) {}
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage& other)
    {
      if (this != &other)
      {
        m_data = other.m_data;
        m_cols = other.m_cols;
      }
      return *this;
    }
    EIGEN_DEVICE_FUNC DenseStorage(Index, Index, Index cols) : m_cols(cols) {}
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other) { std::swap(m_data,other.m_data); std::swap(m_cols,other.m_cols); }
    EIGEN_DEVICE_FUNC Index rows(void) const {return _Rows;}
    EIGEN_DEVICE_FUNC Index cols(void) const {return m_cols;}
    void conservativeResize(Index, Index, Index cols) { m_cols = cols; }
    void resize(Index, Index, Index cols) { m_cols = cols; }
    EIGEN_DEVICE_FUNC const T *data() const { return m_data.array; }
    EIGEN_DEVICE_FUNC T *data() { return m_data.array; }
};

// purely dynamic matrix.
template<typename T, int _Options> class DenseStorage<T, Dynamic, Dynamic, Dynamic, _Options>
{
    T *m_data;
    Index m_rows;
    Index m_cols;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() : m_data(0), m_rows(0), m_cols(0) {}
    EIGEN_DEVICE_FUNC explicit DenseStorage(internal::constructor_without_unaligned_array_assert)
       : m_data(0), m_rows(0), m_cols(0) {}
    EIGEN_DEVICE_FUNC DenseStorage(Index size, Index rows, Index cols)
      : m_data(internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(size)), m_rows(rows), m_cols(cols)
    {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      eigen_internal_assert(size==rows*cols && rows>=0 && cols >=0);
    }
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage& other)
      : m_data(internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(other.m_rows*other.m_cols))
      , m_rows(other.m_rows)
      , m_cols(other.m_cols)
    {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(Index size = m_rows*m_cols)
      internal::smart_copy(other.m_data, other.m_data+other.m_rows*other.m_cols, m_data);
    }
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage& other)
    {
      if (this != &other)
      {
        DenseStorage tmp(other);
        this->swap(tmp);
      }
      return *this;
    }
#if EIGEN_HAS_RVALUE_REFERENCES
    EIGEN_DEVICE_FUNC
    DenseStorage(DenseStorage&& other) EIGEN_NOEXCEPT
      : m_data(std::move(other.m_data))
      , m_rows(std::move(other.m_rows))
      , m_cols(std::move(other.m_cols))
    {
      other.m_data = nullptr;
      other.m_rows = 0;
      other.m_cols = 0;
    }
    EIGEN_DEVICE_FUNC
    DenseStorage& operator=(DenseStorage&& other) EIGEN_NOEXCEPT
    {
      using std::swap;
      swap(m_data, other.m_data);
      swap(m_rows, other.m_rows);
      swap(m_cols, other.m_cols);
      return *this;
    }
#endif
    EIGEN_DEVICE_FUNC ~DenseStorage() { internal::conditional_aligned_delete_auto<T,(_Options&DontAlign)==0>(m_data, m_rows*m_cols); }
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other)
    { std::swap(m_data,other.m_data); std::swap(m_rows,other.m_rows); std::swap(m_cols,other.m_cols); }
    EIGEN_DEVICE_FUNC Index rows(void) const {return m_rows;}
    EIGEN_DEVICE_FUNC Index cols(void) const {return m_cols;}
    void conservativeResize(Index size, Index rows, Index cols)
    {
      m_data = internal::conditional_aligned_realloc_new_auto<T,(_Options&DontAlign)==0>(m_data, size, m_rows*m_cols);
      m_rows = rows;
      m_cols = cols;
    }
    EIGEN_DEVICE_FUNC void resize(Index size, Index rows, Index cols)
    {
      if(size != m_rows*m_cols)
      {
        internal::conditional_aligned_delete_auto<T,(_Options&DontAlign)==0>(m_data, m_rows*m_cols);
        if (size>0) // >0 and not simply !=0 to let the compiler knows that size cannot be negative
          m_data = internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(size);
        else
          m_data = 0;
        EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      }
      m_rows = rows;
      m_cols = cols;
    }
    EIGEN_DEVICE_FUNC const T *data() const { return m_data; }
    EIGEN_DEVICE_FUNC T *data() { return m_data; }
};

// matrix with dynamic width and fixed height (so that matrix has dynamic size).
template<typename T, int _Rows, int _Options> class DenseStorage<T, Dynamic, _Rows, Dynamic, _Options>
{
    T *m_data;
    Index m_cols;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() : m_data(0), m_cols(0) {}
    explicit DenseStorage(internal::constructor_without_unaligned_array_assert) : m_data(0), m_cols(0) {}
    EIGEN_DEVICE_FUNC DenseStorage(Index size, Index rows, Index cols) : m_data(internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(size)), m_cols(cols)
    {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      eigen_internal_assert(size==rows*cols && rows==_Rows && cols >=0);
      EIGEN_UNUSED_VARIABLE(rows);
    }
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage& other)
      : m_data(internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(_Rows*other.m_cols))
      , m_cols(other.m_cols)
    {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(Index size = m_cols*_Rows)
      internal::smart_copy(other.m_data, other.m_data+_Rows*m_cols, m_data);
    }
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage& other)
    {
      if (this != &other)
      {
        DenseStorage tmp(other);
        this->swap(tmp);
      }
      return *this;
    }    
#if EIGEN_HAS_RVALUE_REFERENCES
    EIGEN_DEVICE_FUNC
    DenseStorage(DenseStorage&& other) EIGEN_NOEXCEPT
      : m_data(std::move(other.m_data))
      , m_cols(std::move(other.m_cols))
    {
      other.m_data = nullptr;
      other.m_cols = 0;
    }
    EIGEN_DEVICE_FUNC
    DenseStorage& operator=(DenseStorage&& other) EIGEN_NOEXCEPT
    {
      using std::swap;
      swap(m_data, other.m_data);
      swap(m_cols, other.m_cols);
      return *this;
    }
#endif
    EIGEN_DEVICE_FUNC ~DenseStorage() { internal::conditional_aligned_delete_auto<T,(_Options&DontAlign)==0>(m_data, _Rows*m_cols); }
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other) { std::swap(m_data,other.m_data); std::swap(m_cols,other.m_cols); }
    EIGEN_DEVICE_FUNC static Index rows(void) {return _Rows;}
    EIGEN_DEVICE_FUNC Index cols(void) const {return m_cols;}
    EIGEN_DEVICE_FUNC void conservativeResize(Index size, Index, Index cols)
    {
      m_data = internal::conditional_aligned_realloc_new_auto<T,(_Options&DontAlign)==0>(m_data, size, _Rows*m_cols);
      m_cols = cols;
    }
    EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void resize(Index size, Index, Index cols)
    {
      if(size != _Rows*m_cols)
      {
        internal::conditional_aligned_delete_auto<T,(_Options&DontAlign)==0>(m_data, _Rows*m_cols);
        if (size>0) // >0 and not simply !=0 to let the compiler knows that size cannot be negative
          m_data = internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(size);
        else
          m_data = 0;
        EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      }
      m_cols = cols;
    }
    EIGEN_DEVICE_FUNC const T *data() const { return m_data; }
    EIGEN_DEVICE_FUNC T *data() { return m_data; }
};

// matrix with dynamic height and fixed width (so that matrix has dynamic size).
template<typename T, int _Cols, int _Options> class DenseStorage<T, Dynamic, Dynamic, _Cols, _Options>
{
    T *m_data;
    Index m_rows;
  public:
    EIGEN_DEVICE_FUNC DenseStorage() : m_data(0), m_rows(0) {}
    explicit DenseStorage(internal::constructor_without_unaligned_array_assert) : m_data(0), m_rows(0) {}
    EIGEN_DEVICE_FUNC DenseStorage(Index size, Index rows, Index cols) : m_data(internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(size)), m_rows(rows)
    {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      eigen_internal_assert(size==rows*cols && rows>=0 && cols == _Cols);
      EIGEN_UNUSED_VARIABLE(cols);
    }
    EIGEN_DEVICE_FUNC DenseStorage(const DenseStorage& other)
      : m_data(internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(other.m_rows*_Cols))
      , m_rows(other.m_rows)
    {
      EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN(Index size = m_rows*_Cols)
      internal::smart_copy(other.m_data, other.m_data+other.m_rows*_Cols, m_data);
    }
    EIGEN_DEVICE_FUNC DenseStorage& operator=(const DenseStorage& other)
    {
      if (this != &other)
      {
        DenseStorage tmp(other);
        this->swap(tmp);
      }
      return *this;
    }    
#if EIGEN_HAS_RVALUE_REFERENCES
    EIGEN_DEVICE_FUNC
    DenseStorage(DenseStorage&& other) EIGEN_NOEXCEPT
      : m_data(std::move(other.m_data))
      , m_rows(std::move(other.m_rows))
    {
      other.m_data = nullptr;
      other.m_rows = 0;
    }
    EIGEN_DEVICE_FUNC
    DenseStorage& operator=(DenseStorage&& other) EIGEN_NOEXCEPT
    {
      using std::swap;
      swap(m_data, other.m_data);
      swap(m_rows, other.m_rows);
      return *this;
    }
#endif
    EIGEN_DEVICE_FUNC ~DenseStorage() { internal::conditional_aligned_delete_auto<T,(_Options&DontAlign)==0>(m_data, _Cols*m_rows); }
    EIGEN_DEVICE_FUNC void swap(DenseStorage& other) { std::swap(m_data,other.m_data); std::swap(m_rows,other.m_rows); }
    EIGEN_DEVICE_FUNC Index rows(void) const {return m_rows;}
    EIGEN_DEVICE_FUNC static Index cols(void) {return _Cols;}
    void conservativeResize(Index size, Index rows, Index)
    {
      m_data = internal::conditional_aligned_realloc_new_auto<T,(_Options&DontAlign)==0>(m_data, size, m_rows*_Cols);
      m_rows = rows;
    }
    EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void resize(Index size, Index rows, Index)
    {
      if(size != m_rows*_Cols)
      {
        internal::conditional_aligned_delete_auto<T,(_Options&DontAlign)==0>(m_data, _Cols*m_rows);
        if (size>0) // >0 and not simply !=0 to let the compiler knows that size cannot be negative
          m_data = internal::conditional_aligned_new_auto<T,(_Options&DontAlign)==0>(size);
        else
          m_data = 0;
        EIGEN_INTERNAL_DENSE_STORAGE_CTOR_PLUGIN({})
      }
      m_rows = rows;
    }
    EIGEN_DEVICE_FUNC const T *data() const { return m_data; }
    EIGEN_DEVICE_FUNC T *data() { return m_data; }
};

} // end namespace Eigen

#endif // EIGEN_MATRIX_H