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    // 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) 2007-2011 Benoit Jacob <jacob.benoit.1@gmail.com>
    //
    
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    // 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/.
    
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    #ifndef EIGEN_CORE_H
    #define EIGEN_CORE_H
    
    // first thing Eigen does: stop the compiler from committing suicide
    #include "src/Core/util/DisableStupidWarnings.h"
    
    
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    #if defined(__CUDACC__) && !defined(EIGEN_NO_CUDA)
      #define EIGEN_CUDACC __CUDACC__
    #endif
    
    #if defined(__CUDA_ARCH__) && !defined(EIGEN_NO_CUDA)
      #define EIGEN_CUDA_ARCH __CUDA_ARCH__
    #endif
    
    #if defined(__CUDACC_VER_MAJOR__) && (__CUDACC_VER_MAJOR__ >= 9)
    #define EIGEN_CUDACC_VER  ((__CUDACC_VER_MAJOR__ * 10000) + (__CUDACC_VER_MINOR__ * 100))
    #elif defined(__CUDACC_VER__)
    #define EIGEN_CUDACC_VER __CUDACC_VER__
    #else
    #define EIGEN_CUDACC_VER 0
    #endif
    
    // Handle NVCC/CUDA/SYCL
    #if defined(__CUDACC__) || defined(__SYCL_DEVICE_ONLY__)
      // Do not try asserts on CUDA and SYCL!
      #ifndef EIGEN_NO_DEBUG
      #define EIGEN_NO_DEBUG
      #endif
    
      #ifdef EIGEN_INTERNAL_DEBUGGING
      #undef EIGEN_INTERNAL_DEBUGGING
      #endif
    
      #ifdef EIGEN_EXCEPTIONS
      #undef EIGEN_EXCEPTIONS
      #endif
    
      // All functions callable from CUDA code must be qualified with __device__
      #ifdef __CUDACC__
        // Do not try to vectorize on CUDA and SYCL!
        #ifndef EIGEN_DONT_VECTORIZE
        #define EIGEN_DONT_VECTORIZE
        #endif
    
        #define EIGEN_DEVICE_FUNC __host__ __device__
        // We need cuda_runtime.h to ensure that that EIGEN_USING_STD_MATH macro
        // works properly on the device side
        #include <cuda_runtime.h>
      #else
        #define EIGEN_DEVICE_FUNC
      #endif
    
    #else
      #define EIGEN_DEVICE_FUNC
    
    #endif
    
    // When compiling CUDA device code with NVCC, pull in math functions from the
    // global namespace.  In host mode, and when device doee with clang, use the
    // std versions.
    #if defined(__CUDA_ARCH__) && defined(__NVCC__)
      #define EIGEN_USING_STD_MATH(FUNC) using ::FUNC;
    #else
      #define EIGEN_USING_STD_MATH(FUNC) using std::FUNC;
    #endif
    
    #if (defined(_CPPUNWIND) || defined(__EXCEPTIONS)) && !defined(__CUDA_ARCH__) && !defined(EIGEN_EXCEPTIONS) && !defined(EIGEN_USE_SYCL)
      #define EIGEN_EXCEPTIONS
    #endif
    
    #ifdef EIGEN_EXCEPTIONS
      #include <new>
    #endif
    
    
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    // then include this file where all our macros are defined. It's really important to do it first because
    // it's where we do all the alignment settings (platform detection and honoring the user's will if he
    // defined e.g. EIGEN_DONT_ALIGN) so it needs to be done before we do anything with vectorization.
    #include "src/Core/util/Macros.h"
    
    
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    // Disable the ipa-cp-clone optimization flag with MinGW 6.x or newer (enabled by default with -O3)
    // See http://eigen.tuxfamily.org/bz/show_bug.cgi?id=556 for details.
    
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    #if EIGEN_COMP_MINGW && EIGEN_GNUC_AT_LEAST(4,6)
    
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      #pragma GCC optimize ("-fno-ipa-cp-clone")
    #endif
    
    #include <complex>
    
    // this include file manages BLAS and MKL related macros
    // and inclusion of their respective header files
    #include "src/Core/util/MKL_support.h"
    
    
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    // if alignment is disabled, then disable vectorization. Note: EIGEN_MAX_ALIGN_BYTES is the proper check, it takes into
    // account both the user's will (EIGEN_MAX_ALIGN_BYTES,EIGEN_DONT_ALIGN) and our own platform checks
    #if EIGEN_MAX_ALIGN_BYTES==0
    
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      #ifndef EIGEN_DONT_VECTORIZE
        #define EIGEN_DONT_VECTORIZE
      #endif
    #endif
    
    
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    #if EIGEN_COMP_MSVC
    
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      #include <malloc.h> // for _aligned_malloc -- need it regardless of whether vectorization is enabled
    
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      #if (EIGEN_COMP_MSVC >= 1500) // 2008 or later
    
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        // Remember that usage of defined() in a #define is undefined by the standard.
        // a user reported that in 64-bit mode, MSVC doesn't care to define _M_IX86_FP.
    
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        #if (defined(_M_IX86_FP) && (_M_IX86_FP >= 2)) || EIGEN_ARCH_x86_64
    
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          #define EIGEN_SSE2_ON_MSVC_2008_OR_LATER
        #endif
      #endif
    #else
      // Remember that usage of defined() in a #define is undefined by the standard
    
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      #if (defined __SSE2__) && ( (!EIGEN_COMP_GNUC) || EIGEN_COMP_ICC || EIGEN_GNUC_AT_LEAST(4,2) )
    
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        #define EIGEN_SSE2_ON_NON_MSVC_BUT_NOT_OLD_GCC
      #endif
    #endif
    
    #ifndef EIGEN_DONT_VECTORIZE
    
      #if defined (EIGEN_SSE2_ON_NON_MSVC_BUT_NOT_OLD_GCC) || defined(EIGEN_SSE2_ON_MSVC_2008_OR_LATER)
    
        // Defines symbols for compile-time detection of which instructions are
        // used.
        // EIGEN_VECTORIZE_YY is defined if and only if the instruction set YY is used
        #define EIGEN_VECTORIZE
        #define EIGEN_VECTORIZE_SSE
        #define EIGEN_VECTORIZE_SSE2
    
        // Detect sse3/ssse3/sse4:
        // gcc and icc defines __SSE3__, ...
        // there is no way to know about this on msvc. You can define EIGEN_VECTORIZE_SSE* if you
        // want to force the use of those instructions with msvc.
        #ifdef __SSE3__
          #define EIGEN_VECTORIZE_SSE3
        #endif
        #ifdef __SSSE3__
          #define EIGEN_VECTORIZE_SSSE3
        #endif
        #ifdef __SSE4_1__
          #define EIGEN_VECTORIZE_SSE4_1
        #endif
        #ifdef __SSE4_2__
          #define EIGEN_VECTORIZE_SSE4_2
        #endif
    
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        #ifdef __AVX__
          #define EIGEN_VECTORIZE_AVX
          #define EIGEN_VECTORIZE_SSE3
          #define EIGEN_VECTORIZE_SSSE3
          #define EIGEN_VECTORIZE_SSE4_1
          #define EIGEN_VECTORIZE_SSE4_2
        #endif
        #ifdef __AVX2__
          #define EIGEN_VECTORIZE_AVX2
        #endif
        #ifdef __FMA__
          #define EIGEN_VECTORIZE_FMA
        #endif
        #if defined(__AVX512F__) && defined(EIGEN_ENABLE_AVX512)
          #define EIGEN_VECTORIZE_AVX512
          #define EIGEN_VECTORIZE_AVX2
          #define EIGEN_VECTORIZE_AVX
          #define EIGEN_VECTORIZE_FMA
          #ifdef __AVX512DQ__
            #define EIGEN_VECTORIZE_AVX512DQ
          #endif
          #ifdef __AVX512ER__
            #define EIGEN_VECTORIZE_AVX512ER
          #endif
        #endif
    
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        // include files
    
        // This extern "C" works around a MINGW-w64 compilation issue
        // https://sourceforge.net/tracker/index.php?func=detail&aid=3018394&group_id=202880&atid=983354
        // In essence, intrin.h is included by windows.h and also declares intrinsics (just as emmintrin.h etc. below do).
        // However, intrin.h uses an extern "C" declaration, and g++ thus complains of duplicate declarations
        // with conflicting linkage.  The linkage for intrinsics doesn't matter, but at that stage the compiler doesn't know;
        // so, to avoid compile errors when windows.h is included after Eigen/Core, ensure intrinsics are extern "C" here too.
        // notice that since these are C headers, the extern "C" is theoretically needed anyways.
        extern "C" {
    
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          // In theory we should only include immintrin.h and not the other *mmintrin.h header files directly.
          // Doing so triggers some issues with ICC. However old gcc versions seems to not have this file, thus:
    
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          #if EIGEN_COMP_ICC >= 1110
    
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            #include <immintrin.h>
          #else
    
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            #include <mmintrin.h>
    
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            #include <emmintrin.h>
            #include <xmmintrin.h>
            #ifdef  EIGEN_VECTORIZE_SSE3
            #include <pmmintrin.h>
            #endif
            #ifdef EIGEN_VECTORIZE_SSSE3
            #include <tmmintrin.h>
            #endif
            #ifdef EIGEN_VECTORIZE_SSE4_1
            #include <smmintrin.h>
            #endif
            #ifdef EIGEN_VECTORIZE_SSE4_2
            #include <nmmintrin.h>
            #endif
    
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            #if defined(EIGEN_VECTORIZE_AVX) || defined(EIGEN_VECTORIZE_AVX512)
            #include <immintrin.h>
            #endif
    
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          #endif
        } // end extern "C"
    
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      #elif defined __VSX__
        #define EIGEN_VECTORIZE
        #define EIGEN_VECTORIZE_VSX
        #include <altivec.h>
        // We need to #undef all these ugly tokens defined in <altivec.h>
        // => use __vector instead of vector
        #undef bool
        #undef vector
        #undef pixel
    
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      #elif defined __ALTIVEC__
        #define EIGEN_VECTORIZE
        #define EIGEN_VECTORIZE_ALTIVEC
        #include <altivec.h>
        // We need to #undef all these ugly tokens defined in <altivec.h>
        // => use __vector instead of vector
        #undef bool
        #undef vector
        #undef pixel
    
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      #elif (defined  __ARM_NEON) || (defined __ARM_NEON__)
    
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        #define EIGEN_VECTORIZE
        #define EIGEN_VECTORIZE_NEON
        #include <arm_neon.h>
    
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      #elif (defined __s390x__ && defined __VEC__)
        #define EIGEN_VECTORIZE
        #define EIGEN_VECTORIZE_ZVECTOR
        #include <vecintrin.h>
    
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      #endif
    #endif
    
    
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    #if defined(__F16C__) && !defined(EIGEN_COMP_CLANG)
      // We can use the optimized fp16 to float and float to fp16 conversion routines
      #define EIGEN_HAS_FP16_C
    #endif
    
    #if defined __CUDACC__
      #define EIGEN_VECTORIZE_CUDA
      #include <vector_types.h>
      #if EIGEN_CUDACC_VER >= 70500
        #define EIGEN_HAS_CUDA_FP16
      #endif
    #endif
    
    #if defined EIGEN_HAS_CUDA_FP16
      #include <host_defines.h>
      #include <cuda_fp16.h>
    #endif
    
    
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    #if (defined _OPENMP) && (!defined EIGEN_DONT_PARALLELIZE)
      #define EIGEN_HAS_OPENMP
    #endif
    
    #ifdef EIGEN_HAS_OPENMP
    #include <omp.h>
    #endif
    
    // MSVC for windows mobile does not have the errno.h file
    
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    #if !(EIGEN_COMP_MSVC && EIGEN_OS_WINCE) && !EIGEN_COMP_ARM
    
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    #define EIGEN_HAS_ERRNO
    #endif
    
    #ifdef EIGEN_HAS_ERRNO
    #include <cerrno>
    #endif
    #include <cstddef>
    #include <cstdlib>
    #include <cmath>
    #include <cassert>
    #include <functional>
    #include <iosfwd>
    #include <cstring>
    #include <string>
    #include <limits>
    #include <climits> // for CHAR_BIT
    // for min/max:
    #include <algorithm>
    
    
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    // for std::is_nothrow_move_assignable
    #ifdef EIGEN_INCLUDE_TYPE_TRAITS
    #include <type_traits>
    #endif
    
    
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    // for outputting debug info
    #ifdef EIGEN_DEBUG_ASSIGN
    #include <iostream>
    #endif
    
    // required for __cpuid, needs to be included after cmath
    
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    #if EIGEN_COMP_MSVC && EIGEN_ARCH_i386_OR_x86_64 && !EIGEN_OS_WINCE
    
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      #include <intrin.h>
    #endif
    
    /** \brief Namespace containing all symbols from the %Eigen library. */
    namespace Eigen {
    
    inline static const char *SimdInstructionSetsInUse(void) {
    
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    #if defined(EIGEN_VECTORIZE_AVX512)
      return "AVX512, FMA, AVX2, AVX, SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2";
    #elif defined(EIGEN_VECTORIZE_AVX)
      return "AVX SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2";
    #elif defined(EIGEN_VECTORIZE_SSE4_2)
    
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      return "SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2";
    #elif defined(EIGEN_VECTORIZE_SSE4_1)
      return "SSE, SSE2, SSE3, SSSE3, SSE4.1";
    #elif defined(EIGEN_VECTORIZE_SSSE3)
      return "SSE, SSE2, SSE3, SSSE3";
    #elif defined(EIGEN_VECTORIZE_SSE3)
      return "SSE, SSE2, SSE3";
    #elif defined(EIGEN_VECTORIZE_SSE2)
      return "SSE, SSE2";
    #elif defined(EIGEN_VECTORIZE_ALTIVEC)
      return "AltiVec";
    
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    #elif defined(EIGEN_VECTORIZE_VSX)
      return "VSX";
    
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    #elif defined(EIGEN_VECTORIZE_NEON)
      return "ARM NEON";
    
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    #elif defined(EIGEN_VECTORIZE_ZVECTOR)
      return "S390X ZVECTOR";
    
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    #else
      return "None";
    #endif
    }
    
    
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    } // end namespace Eigen
    
    
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    #if defined EIGEN2_SUPPORT_STAGE40_FULL_EIGEN3_STRICTNESS || defined EIGEN2_SUPPORT_STAGE30_FULL_EIGEN3_API || defined EIGEN2_SUPPORT_STAGE20_RESOLVE_API_CONFLICTS || defined EIGEN2_SUPPORT_STAGE10_FULL_EIGEN2_API || defined EIGEN2_SUPPORT
    // This will generate an error message:
    #error Eigen2-support is only available up to version 3.2. Please go to "http://eigen.tuxfamily.org/index.php?title=Eigen2" for further information
    
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    #endif
    
    
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    namespace Eigen {
    
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    // we use size_t frequently and we'll never remember to prepend it with std:: everytime just to
    // ensure QNX/QCC support
    using std::size_t;
    
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    // gcc 4.6.0 wants std:: for ptrdiff_t
    
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    using std::ptrdiff_t;
    
    
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    }
    
    
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    /** \defgroup Core_Module Core module
      * This is the main module of Eigen providing dense matrix and vector support
      * (both fixed and dynamic size) with all the features corresponding to a BLAS library
      * and much more...
      *
      * \code
      * #include <Eigen/Core>
      * \endcode
      */
    
    #include "src/Core/util/Constants.h"
    #include "src/Core/util/Meta.h"
    
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    #include "src/Core/util/ForwardDeclarations.h"
    
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    #include "src/Core/util/StaticAssert.h"
    
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    #include "src/Core/util/XprHelper.h"
    
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    #include "src/Core/util/Memory.h"
    
    #include "src/Core/NumTraits.h"
    #include "src/Core/MathFunctions.h"
    #include "src/Core/GenericPacketMath.h"
    
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    #include "src/Core/MathFunctionsImpl.h"
    #include "src/Core/arch/Default/ConjHelper.h"
    
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    #if defined EIGEN_VECTORIZE_AVX512
      #include "src/Core/arch/SSE/PacketMath.h"
      #include "src/Core/arch/AVX/PacketMath.h"
      #include "src/Core/arch/AVX512/PacketMath.h"
      #include "src/Core/arch/AVX512/MathFunctions.h"
    #elif defined EIGEN_VECTORIZE_AVX
      // Use AVX for floats and doubles, SSE for integers
      #include "src/Core/arch/SSE/PacketMath.h"
      #include "src/Core/arch/SSE/Complex.h"
      #include "src/Core/arch/SSE/MathFunctions.h"
      #include "src/Core/arch/AVX/PacketMath.h"
      #include "src/Core/arch/AVX/MathFunctions.h"
      #include "src/Core/arch/AVX/Complex.h"
      #include "src/Core/arch/AVX/TypeCasting.h"
      #include "src/Core/arch/SSE/TypeCasting.h"
    #elif defined EIGEN_VECTORIZE_SSE
    
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      #include "src/Core/arch/SSE/PacketMath.h"
      #include "src/Core/arch/SSE/MathFunctions.h"
      #include "src/Core/arch/SSE/Complex.h"
    
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      #include "src/Core/arch/SSE/TypeCasting.h"
    #elif defined(EIGEN_VECTORIZE_ALTIVEC) || defined(EIGEN_VECTORIZE_VSX)
    
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      #include "src/Core/arch/AltiVec/PacketMath.h"
    
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      #include "src/Core/arch/AltiVec/MathFunctions.h"
    
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      #include "src/Core/arch/AltiVec/Complex.h"
    #elif defined EIGEN_VECTORIZE_NEON
      #include "src/Core/arch/NEON/PacketMath.h"
    
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      #include "src/Core/arch/NEON/MathFunctions.h"
    
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      #include "src/Core/arch/NEON/Complex.h"
    
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    #elif defined EIGEN_VECTORIZE_ZVECTOR
      #include "src/Core/arch/ZVector/PacketMath.h"
      #include "src/Core/arch/ZVector/MathFunctions.h"
      #include "src/Core/arch/ZVector/Complex.h"
    #endif
    
    // Half float support
    #include "src/Core/arch/CUDA/Half.h"
    #include "src/Core/arch/CUDA/PacketMathHalf.h"
    #include "src/Core/arch/CUDA/TypeCasting.h"
    
    #if defined EIGEN_VECTORIZE_CUDA
      #include "src/Core/arch/CUDA/PacketMath.h"
      #include "src/Core/arch/CUDA/MathFunctions.h"
    
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    #endif
    
    #include "src/Core/arch/Default/Settings.h"
    
    
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    #include "src/Core/functors/TernaryFunctors.h"
    #include "src/Core/functors/BinaryFunctors.h"
    #include "src/Core/functors/UnaryFunctors.h"
    #include "src/Core/functors/NullaryFunctors.h"
    #include "src/Core/functors/StlFunctors.h"
    #include "src/Core/functors/AssignmentFunctors.h"
    
    // Specialized functors to enable the processing of complex numbers
    // on CUDA devices
    #include "src/Core/arch/CUDA/Complex.h"
    
    #include "src/Core/IO.h"
    
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    #include "src/Core/DenseCoeffsBase.h"
    #include "src/Core/DenseBase.h"
    #include "src/Core/MatrixBase.h"
    #include "src/Core/EigenBase.h"
    
    
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    #include "src/Core/Product.h"
    #include "src/Core/CoreEvaluators.h"
    #include "src/Core/AssignEvaluator.h"
    
    
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    #ifndef EIGEN_PARSED_BY_DOXYGEN // work around Doxygen bug triggered by Assign.h r814874
                                    // at least confirmed with Doxygen 1.5.5 and 1.5.6
      #include "src/Core/Assign.h"
    #endif
    
    
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    #include "src/Core/ArrayBase.h"
    
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    #include "src/Core/util/BlasUtil.h"
    #include "src/Core/DenseStorage.h"
    #include "src/Core/NestByValue.h"
    
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    // #include "src/Core/ForceAlignedAccess.h"
    
    
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    #include "src/Core/ReturnByValue.h"
    #include "src/Core/NoAlias.h"
    #include "src/Core/PlainObjectBase.h"
    #include "src/Core/Matrix.h"
    #include "src/Core/Array.h"
    
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    #include "src/Core/CwiseTernaryOp.h"
    
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    #include "src/Core/CwiseBinaryOp.h"
    #include "src/Core/CwiseUnaryOp.h"
    #include "src/Core/CwiseNullaryOp.h"
    #include "src/Core/CwiseUnaryView.h"
    #include "src/Core/SelfCwiseBinaryOp.h"
    #include "src/Core/Dot.h"
    #include "src/Core/StableNorm.h"
    #include "src/Core/Stride.h"
    
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    #include "src/Core/MapBase.h"
    
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    #include "src/Core/Map.h"
    
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    #include "src/Core/Ref.h"
    
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    #include "src/Core/Block.h"
    #include "src/Core/VectorBlock.h"
    #include "src/Core/Transpose.h"
    #include "src/Core/DiagonalMatrix.h"
    #include "src/Core/Diagonal.h"
    #include "src/Core/DiagonalProduct.h"
    #include "src/Core/Redux.h"
    #include "src/Core/Visitor.h"
    #include "src/Core/Fuzzy.h"
    #include "src/Core/Swap.h"
    #include "src/Core/CommaInitializer.h"
    
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    #include "src/Core/GeneralProduct.h"
    
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    #include "src/Core/Solve.h"
    #include "src/Core/Inverse.h"
    #include "src/Core/SolverBase.h"
    #include "src/Core/PermutationMatrix.h"
    #include "src/Core/Transpositions.h"
    
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    #include "src/Core/TriangularMatrix.h"
    #include "src/Core/SelfAdjointView.h"
    
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    #include "src/Core/products/GeneralBlockPanelKernel.h"
    
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    #include "src/Core/products/Parallelizer.h"
    
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    #include "src/Core/ProductEvaluators.h"
    
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    #include "src/Core/products/GeneralMatrixVector.h"
    #include "src/Core/products/GeneralMatrixMatrix.h"
    
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    #include "src/Core/SolveTriangular.h"
    
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    #include "src/Core/products/GeneralMatrixMatrixTriangular.h"
    #include "src/Core/products/SelfadjointMatrixVector.h"
    #include "src/Core/products/SelfadjointMatrixMatrix.h"
    #include "src/Core/products/SelfadjointProduct.h"
    #include "src/Core/products/SelfadjointRank2Update.h"
    #include "src/Core/products/TriangularMatrixVector.h"
    #include "src/Core/products/TriangularMatrixMatrix.h"
    #include "src/Core/products/TriangularSolverMatrix.h"
    #include "src/Core/products/TriangularSolverVector.h"
    #include "src/Core/BandMatrix.h"
    
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    #include "src/Core/CoreIterators.h"
    
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    #include "src/Core/ConditionEstimator.h"
    
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    #include "src/Core/BooleanRedux.h"
    #include "src/Core/Select.h"
    #include "src/Core/VectorwiseOp.h"
    #include "src/Core/Random.h"
    #include "src/Core/Replicate.h"
    #include "src/Core/Reverse.h"
    #include "src/Core/ArrayWrapper.h"
    
    
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    #ifdef EIGEN_USE_BLAS
    
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    #include "src/Core/products/GeneralMatrixMatrix_BLAS.h"
    #include "src/Core/products/GeneralMatrixVector_BLAS.h"
    #include "src/Core/products/GeneralMatrixMatrixTriangular_BLAS.h"
    #include "src/Core/products/SelfadjointMatrixMatrix_BLAS.h"
    #include "src/Core/products/SelfadjointMatrixVector_BLAS.h"
    #include "src/Core/products/TriangularMatrixMatrix_BLAS.h"
    #include "src/Core/products/TriangularMatrixVector_BLAS.h"
    #include "src/Core/products/TriangularSolverMatrix_BLAS.h"
    
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    #endif // EIGEN_USE_BLAS
    
    #ifdef EIGEN_USE_MKL_VML
    #include "src/Core/Assign_MKL.h"
    #endif
    
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    #include "src/Core/GlobalFunctions.h"
    
    #include "src/Core/util/ReenableStupidWarnings.h"
    
    #endif // EIGEN_CORE_H