Making std::vector allocate aligned memory

Violet Giraffe picture Violet Giraffe · Oct 17, 2012 · Viewed 24k times · Source

Is it possible to make std::vector of custom structs allocate aligned memory for further processing with SIMD instructions? If it is possible to do with Allocator, does anyone happen to have such an allocator he could share?

Answer

Florian picture Florian · Oct 17, 2012

Edit: I removed the inheritance of std::allocator as suggested by GManNickG and made the alignment parameter a compile time thing.

I recently wrote this piece of code. It's not tested as much as I would like it so go on and report errors. :-)

enum class Alignment : size_t
{
    Normal = sizeof(void*),
    SSE    = 16,
    AVX    = 32,
};


namespace detail {
    void* allocate_aligned_memory(size_t align, size_t size);
    void deallocate_aligned_memory(void* ptr) noexcept;
}


template <typename T, Alignment Align = Alignment::AVX>
class AlignedAllocator;


template <Alignment Align>
class AlignedAllocator<void, Align>
{
public:
    typedef void*             pointer;
    typedef const void*       const_pointer;
    typedef void              value_type;

    template <class U> struct rebind { typedef AlignedAllocator<U, Align> other; };
};


template <typename T, Alignment Align>
class AlignedAllocator
{
public:
    typedef T         value_type;
    typedef T*        pointer;
    typedef const T*  const_pointer;
    typedef T&        reference;
    typedef const T&  const_reference;
    typedef size_t    size_type;
    typedef ptrdiff_t difference_type;

    typedef std::true_type propagate_on_container_move_assignment;

    template <class U>
    struct rebind { typedef AlignedAllocator<U, Align> other; };

public:
    AlignedAllocator() noexcept
    {}

    template <class U>
    AlignedAllocator(const AlignedAllocator<U, Align>&) noexcept
    {}

    size_type
    max_size() const noexcept
    { return (size_type(~0) - size_type(Align)) / sizeof(T); }

    pointer
    address(reference x) const noexcept
    { return std::addressof(x); }

    const_pointer
    address(const_reference x) const noexcept
    { return std::addressof(x); }

    pointer
    allocate(size_type n, typename AlignedAllocator<void, Align>::const_pointer = 0)
    {
        const size_type alignment = static_cast<size_type>( Align );
        void* ptr = detail::allocate_aligned_memory(alignment , n * sizeof(T));
        if (ptr == nullptr) {
            throw std::bad_alloc();
        }

        return reinterpret_cast<pointer>(ptr);
    }

    void
    deallocate(pointer p, size_type) noexcept
    { return detail::deallocate_aligned_memory(p); }

    template <class U, class ...Args>
    void
    construct(U* p, Args&&... args)
    { ::new(reinterpret_cast<void*>(p)) U(std::forward<Args>(args)...); }

    void
    destroy(pointer p)
    { p->~T(); }
};


template <typename T, Alignment Align>
class AlignedAllocator<const T, Align>
{
public:
    typedef T         value_type;
    typedef const T*  pointer;
    typedef const T*  const_pointer;
    typedef const T&  reference;
    typedef const T&  const_reference;
    typedef size_t    size_type;
    typedef ptrdiff_t difference_type;

    typedef std::true_type propagate_on_container_move_assignment;

    template <class U>
    struct rebind { typedef AlignedAllocator<U, Align> other; };

public:
    AlignedAllocator() noexcept
    {}

    template <class U>
    AlignedAllocator(const AlignedAllocator<U, Align>&) noexcept
    {}

    size_type
    max_size() const noexcept
    { return (size_type(~0) - size_type(Align)) / sizeof(T); }

    const_pointer
    address(const_reference x) const noexcept
    { return std::addressof(x); }

    pointer
    allocate(size_type n, typename AlignedAllocator<void, Align>::const_pointer = 0)
    {
        const size_type alignment = static_cast<size_type>( Align );
        void* ptr = detail::allocate_aligned_memory(alignment , n * sizeof(T));
        if (ptr == nullptr) {
            throw std::bad_alloc();
        }

        return reinterpret_cast<pointer>(ptr);
    }

    void
    deallocate(pointer p, size_type) noexcept
    { return detail::deallocate_aligned_memory(p); }

    template <class U, class ...Args>
    void
    construct(U* p, Args&&... args)
    { ::new(reinterpret_cast<void*>(p)) U(std::forward<Args>(args)...); }

    void
    destroy(pointer p)
    { p->~T(); }
};

template <typename T, Alignment TAlign, typename U, Alignment UAlign>
inline
bool
operator== (const AlignedAllocator<T,TAlign>&, const AlignedAllocator<U, UAlign>&) noexcept
{ return TAlign == UAlign; }

template <typename T, Alignment TAlign, typename U, Alignment UAlign>
inline
bool
operator!= (const AlignedAllocator<T,TAlign>&, const AlignedAllocator<U, UAlign>&) noexcept
{ return TAlign != UAlign; }

The implementation for the actual allocate calls is posix only but you can extent that easily.

void*
detail::allocate_aligned_memory(size_t align, size_t size)
{
    assert(align >= sizeof(void*));
    assert(nail::is_power_of_two(align));

    if (size == 0) {
        return nullptr;
    }

    void* ptr = nullptr;
    int rc = posix_memalign(&ptr, align, size);

    if (rc != 0) {
        return nullptr;
    }

    return ptr;
}


void
detail::deallocate_aligned_memory(void *ptr) noexcept
{
    return free(ptr);
}

Needs C++11, btw.