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- //---------------------------------------------------------------------------//
- // Copyright (c) 2013 Kyle Lutz <[email protected]>
- //
- // Distributed under the Boost Software License, Version 1.0
- // See accompanying file LICENSE_1_0.txt or copy at
- // http://www.boost.org/LICENSE_1_0.txt
- //
- // See http://boostorg.github.com/compute for more information.
- //---------------------------------------------------------------------------//
- #ifndef BOOST_COMPUTE_CONTAINER_VECTOR_HPP
- #define BOOST_COMPUTE_CONTAINER_VECTOR_HPP
- #include <vector>
- #include <cstddef>
- #include <iterator>
- #include <exception>
- #include <boost/throw_exception.hpp>
- #include <boost/compute/config.hpp>
- #ifndef BOOST_COMPUTE_NO_HDR_INITIALIZER_LIST
- #include <initializer_list>
- #endif
- #include <boost/compute/buffer.hpp>
- #include <boost/compute/device.hpp>
- #include <boost/compute/system.hpp>
- #include <boost/compute/context.hpp>
- #include <boost/compute/command_queue.hpp>
- #include <boost/compute/algorithm/copy.hpp>
- #include <boost/compute/algorithm/copy_n.hpp>
- #include <boost/compute/algorithm/fill_n.hpp>
- #include <boost/compute/allocator/buffer_allocator.hpp>
- #include <boost/compute/iterator/buffer_iterator.hpp>
- #include <boost/compute/type_traits/detail/capture_traits.hpp>
- #include <boost/compute/detail/buffer_value.hpp>
- #include <boost/compute/detail/iterator_range_size.hpp>
- namespace boost {
- namespace compute {
- /// \class vector
- /// \brief A resizable array of values.
- ///
- /// The vector<T> class stores a dynamic array of values. Internally, the data
- /// is stored in an OpenCL buffer object.
- ///
- /// The vector class is the prefered container for storing and accessing data
- /// on a compute device. In most cases it should be used instead of directly
- /// dealing with buffer objects. If the undelying buffer is needed, it can be
- /// accessed with the get_buffer() method.
- ///
- /// The internal storage is allocated in a specific OpenCL context which is
- /// passed as an argument to the constructor when the vector is created.
- ///
- /// For example, to create a vector on the device containing space for ten
- /// \c int values:
- /// \code
- /// boost::compute::vector<int> vec(10, context);
- /// \endcode
- ///
- /// Allocation and data transfer can also be performed in a single step:
- /// \code
- /// // values on the host
- /// int data[] = { 1, 2, 3, 4 };
- ///
- /// // create a vector of size four and copy the values from data
- /// boost::compute::vector<int> vec(data, data + 4, queue);
- /// \endcode
- ///
- /// The Boost.Compute \c vector class provides a STL-like API and is modeled
- /// after the \c std::vector class from the C++ standard library. It can be
- /// used with any of the STL-like algorithms provided by Boost.Compute
- /// including \c copy(), \c transform(), and \c sort() (among many others).
- ///
- /// For example:
- /// \code
- /// // a vector on a compute device
- /// boost::compute::vector<float> vec = ...
- ///
- /// // copy data to the vector from a host std:vector
- /// boost::compute::copy(host_vec.begin(), host_vec.end(), vec.begin(), queue);
- ///
- /// // copy data from the vector to a host std::vector
- /// boost::compute::copy(vec.begin(), vec.end(), host_vec.begin(), queue);
- ///
- /// // sort the values in the vector
- /// boost::compute::sort(vec.begin(), vec.end(), queue);
- ///
- /// // calculate the sum of the values in the vector (also see reduce())
- /// float sum = boost::compute::accumulate(vec.begin(), vec.end(), 0, queue);
- ///
- /// // reverse the values in the vector
- /// boost::compute::reverse(vec.begin(), vec.end(), queue);
- ///
- /// // fill the vector with ones
- /// boost::compute::fill(vec.begin(), vec.end(), 1, queue);
- /// \endcode
- ///
- /// \see \ref array "array<T, N>", buffer
- template<class T, class Alloc = buffer_allocator<T> >
- class vector
- {
- public:
- typedef T value_type;
- typedef Alloc allocator_type;
- typedef typename allocator_type::size_type size_type;
- typedef typename allocator_type::difference_type difference_type;
- typedef detail::buffer_value<T> reference;
- typedef const detail::buffer_value<T> const_reference;
- typedef typename allocator_type::pointer pointer;
- typedef typename allocator_type::const_pointer const_pointer;
- typedef buffer_iterator<T> iterator;
- typedef buffer_iterator<T> const_iterator;
- typedef std::reverse_iterator<iterator> reverse_iterator;
- typedef std::reverse_iterator<const_iterator> const_reverse_iterator;
- /// Creates an empty vector in \p context.
- explicit vector(const context &context = system::default_context())
- : m_size(0),
- m_allocator(context)
- {
- m_data = m_allocator.allocate(_minimum_capacity());
- }
- /// Creates a vector with space for \p count elements in \p context.
- ///
- /// Note that unlike \c std::vector's constructor, this will not initialize
- /// the values in the container. Either call the vector constructor which
- /// takes a value to initialize with or use the fill() algorithm to set
- /// the initial values.
- ///
- /// For example:
- /// \code
- /// // create a vector on the device with space for ten ints
- /// boost::compute::vector<int> vec(10, context);
- /// \endcode
- explicit vector(size_type count,
- const context &context = system::default_context())
- : m_size(count),
- m_allocator(context)
- {
- m_data = m_allocator.allocate((std::max)(count, _minimum_capacity()));
- }
- /// Creates a vector with space for \p count elements and sets each equal
- /// to \p value.
- ///
- /// For example:
- /// \code
- /// // creates a vector with four values set to nine (e.g. [9, 9, 9, 9]).
- /// boost::compute::vector<int> vec(4, 9, queue);
- /// \endcode
- vector(size_type count,
- const T &value,
- command_queue &queue = system::default_queue())
- : m_size(count),
- m_allocator(queue.get_context())
- {
- m_data = m_allocator.allocate((std::max)(count, _minimum_capacity()));
- ::boost::compute::fill_n(begin(), count, value, queue);
- }
- /// Creates a vector with space for the values in the range [\p first,
- /// \p last) and copies them into the vector with \p queue.
- ///
- /// For example:
- /// \code
- /// // values on the host
- /// int data[] = { 1, 2, 3, 4 };
- ///
- /// // create a vector of size four and copy the values from data
- /// boost::compute::vector<int> vec(data, data + 4, queue);
- /// \endcode
- template<class InputIterator>
- vector(InputIterator first,
- InputIterator last,
- command_queue &queue = system::default_queue())
- : m_size(detail::iterator_range_size(first, last)),
- m_allocator(queue.get_context())
- {
- m_data = m_allocator.allocate((std::max)(m_size, _minimum_capacity()));
- ::boost::compute::copy(first, last, begin(), queue);
- }
- /// Creates a new vector and copies the values from \p other.
- vector(const vector &other,
- command_queue &queue = system::default_queue())
- : m_size(other.m_size),
- m_allocator(other.m_allocator)
- {
- m_data = m_allocator.allocate((std::max)(m_size, _minimum_capacity()));
- if(!other.empty()){
- if(other.get_buffer().get_context() != queue.get_context()){
- command_queue other_queue = other.default_queue();
- ::boost::compute::copy(other.begin(), other.end(), begin(), other_queue);
- other_queue.finish();
- }
- else {
- ::boost::compute::copy(other.begin(), other.end(), begin(), queue);
- queue.finish();
- }
- }
- }
- /// Creates a new vector and copies the values from \p other.
- template<class OtherAlloc>
- vector(const vector<T, OtherAlloc> &other,
- command_queue &queue = system::default_queue())
- : m_size(other.size()),
- m_allocator(queue.get_context())
- {
- m_data = m_allocator.allocate((std::max)(m_size, _minimum_capacity()));
- if(!other.empty()){
- ::boost::compute::copy(other.begin(), other.end(), begin(), queue);
- queue.finish();
- }
- }
- /// Creates a new vector and copies the values from \p vector.
- template<class OtherAlloc>
- vector(const std::vector<T, OtherAlloc> &vector,
- command_queue &queue = system::default_queue())
- : m_size(vector.size()),
- m_allocator(queue.get_context())
- {
- m_data = m_allocator.allocate((std::max)(m_size, _minimum_capacity()));
- ::boost::compute::copy(vector.begin(), vector.end(), begin(), queue);
- }
- #ifndef BOOST_COMPUTE_NO_HDR_INITIALIZER_LIST
- vector(std::initializer_list<T> list,
- command_queue &queue = system::default_queue())
- : m_size(list.size()),
- m_allocator(queue.get_context())
- {
- m_data = m_allocator.allocate((std::max)(m_size, _minimum_capacity()));
- ::boost::compute::copy(list.begin(), list.end(), begin(), queue);
- }
- #endif // BOOST_COMPUTE_NO_HDR_INITIALIZER_LIST
- vector& operator=(const vector &other)
- {
- if(this != &other){
- command_queue queue = default_queue();
- resize(other.size(), queue);
- ::boost::compute::copy(other.begin(), other.end(), begin(), queue);
- queue.finish();
- }
- return *this;
- }
- template<class OtherAlloc>
- vector& operator=(const vector<T, OtherAlloc> &other)
- {
- command_queue queue = default_queue();
- resize(other.size(), queue);
- ::boost::compute::copy(other.begin(), other.end(), begin(), queue);
- queue.finish();
- return *this;
- }
- template<class OtherAlloc>
- vector& operator=(const std::vector<T, OtherAlloc> &vector)
- {
- command_queue queue = default_queue();
- resize(vector.size(), queue);
- ::boost::compute::copy(vector.begin(), vector.end(), begin(), queue);
- queue.finish();
- return *this;
- }
- #ifndef BOOST_COMPUTE_NO_RVALUE_REFERENCES
- /// Move-constructs a new vector from \p other.
- vector(vector&& other)
- : m_data(std::move(other.m_data)),
- m_size(other.m_size),
- m_allocator(std::move(other.m_allocator))
- {
- other.m_size = 0;
- }
- /// Move-assigns the data from \p other to \c *this.
- vector& operator=(vector&& other)
- {
- if(capacity() > 0){
- m_allocator.deallocate(m_data, capacity());
- }
- m_data = std::move(other.m_data);
- m_size = other.m_size;
- m_allocator = std::move(other.m_allocator);
- other.m_size = 0;
- return *this;
- }
- #endif // BOOST_COMPUTE_NO_RVALUE_REFERENCES
- /// Destroys the vector object.
- ~vector()
- {
- if(capacity() > 0){
- m_allocator.deallocate(m_data, capacity());
- }
- }
- iterator begin()
- {
- return ::boost::compute::make_buffer_iterator<T>(m_data.get_buffer(), 0);
- }
- const_iterator begin() const
- {
- return ::boost::compute::make_buffer_iterator<T>(m_data.get_buffer(), 0);
- }
- const_iterator cbegin() const
- {
- return begin();
- }
- iterator end()
- {
- return ::boost::compute::make_buffer_iterator<T>(m_data.get_buffer(), m_size);
- }
- const_iterator end() const
- {
- return ::boost::compute::make_buffer_iterator<T>(m_data.get_buffer(), m_size);
- }
- const_iterator cend() const
- {
- return end();
- }
- reverse_iterator rbegin()
- {
- return reverse_iterator(end() - 1);
- }
- const_reverse_iterator rbegin() const
- {
- return reverse_iterator(end() - 1);
- }
- const_reverse_iterator crbegin() const
- {
- return rbegin();
- }
- reverse_iterator rend()
- {
- return reverse_iterator(begin() - 1);
- }
- const_reverse_iterator rend() const
- {
- return reverse_iterator(begin() - 1);
- }
- const_reverse_iterator crend() const
- {
- return rend();
- }
- /// Returns the number of elements in the vector.
- size_type size() const
- {
- return m_size;
- }
- size_type max_size() const
- {
- return m_allocator.max_size();
- }
- /// Resizes the vector to \p size.
- void resize(size_type size, command_queue &queue)
- {
- if(size <= capacity()){
- m_size = size;
- }
- else {
- // allocate new buffer
- pointer new_data =
- m_allocator.allocate(
- static_cast<size_type>(
- static_cast<float>(size) * _growth_factor()
- )
- );
- if(capacity() > 0)
- {
- // copy old values to the new buffer
- ::boost::compute::copy(m_data, m_data + m_size, new_data, queue);
- // free old memory
- m_allocator.deallocate(m_data, capacity());
- }
- // set new data and size
- m_data = new_data;
- m_size = size;
- }
- }
- /// \overload
- void resize(size_type size)
- {
- command_queue queue = default_queue();
- resize(size, queue);
- queue.finish();
- }
- /// Returns \c true if the vector is empty.
- bool empty() const
- {
- return m_size == 0;
- }
- /// Returns the capacity of the vector.
- size_type capacity() const
- {
- if(m_data == pointer()) // null pointer check
- {
- return 0;
- }
- return m_data.get_buffer().size() / sizeof(T);
- }
- void reserve(size_type size, command_queue &queue)
- {
- if(size > max_size()){
- throw std::length_error("vector::reserve");
- }
- if(capacity() < size){
- // allocate new buffer
- pointer new_data =
- m_allocator.allocate(
- static_cast<size_type>(
- static_cast<float>(size) * _growth_factor()
- )
- );
- if(capacity() > 0)
- {
- // copy old values to the new buffer
- ::boost::compute::copy(m_data, m_data + m_size, new_data, queue);
- // free old memory
- m_allocator.deallocate(m_data, capacity());
- }
- // set new data
- m_data = new_data;
- }
- }
- void reserve(size_type size)
- {
- command_queue queue = default_queue();
- reserve(size, queue);
- queue.finish();
- }
- void shrink_to_fit(command_queue &queue)
- {
- pointer old_data = m_data;
- m_data = pointer(); // null pointer
- if(m_size > 0)
- {
- // allocate new buffer
- m_data = m_allocator.allocate(m_size);
- // copy old values to the new buffer
- ::boost::compute::copy(old_data, old_data + m_size, m_data, queue);
- }
- if(capacity() > 0)
- {
- // free old memory
- m_allocator.deallocate(old_data, capacity());
- }
- }
- void shrink_to_fit()
- {
- command_queue queue = default_queue();
- shrink_to_fit(queue);
- queue.finish();
- }
- reference operator[](size_type index)
- {
- return *(begin() + static_cast<difference_type>(index));
- }
- const_reference operator[](size_type index) const
- {
- return *(begin() + static_cast<difference_type>(index));
- }
- reference at(size_type index)
- {
- if(index >= size()){
- BOOST_THROW_EXCEPTION(std::out_of_range("index out of range"));
- }
- return operator[](index);
- }
- const_reference at(size_type index) const
- {
- if(index >= size()){
- BOOST_THROW_EXCEPTION(std::out_of_range("index out of range"));
- }
- return operator[](index);
- }
- reference front()
- {
- return *begin();
- }
- const_reference front() const
- {
- return *begin();
- }
- reference back()
- {
- return *(end() - static_cast<difference_type>(1));
- }
- const_reference back() const
- {
- return *(end() - static_cast<difference_type>(1));
- }
- template<class InputIterator>
- void assign(InputIterator first,
- InputIterator last,
- command_queue &queue)
- {
- // resize vector for new contents
- resize(detail::iterator_range_size(first, last), queue);
- // copy values into the vector
- ::boost::compute::copy(first, last, begin(), queue);
- }
- template<class InputIterator>
- void assign(InputIterator first, InputIterator last)
- {
- command_queue queue = default_queue();
- assign(first, last, queue);
- queue.finish();
- }
- void assign(size_type n, const T &value, command_queue &queue)
- {
- // resize vector for new contents
- resize(n, queue);
- // fill vector with value
- ::boost::compute::fill_n(begin(), n, value, queue);
- }
- void assign(size_type n, const T &value)
- {
- command_queue queue = default_queue();
- assign(n, value, queue);
- queue.finish();
- }
- /// Inserts \p value at the end of the vector (resizing if neccessary).
- ///
- /// Note that calling \c push_back() to insert data values one at a time
- /// is inefficient as there is a non-trivial overhead in performing a data
- /// transfer to the device. It is usually better to store a set of values
- /// on the host (for example, in a \c std::vector) and then transfer them
- /// in bulk using the \c insert() method or the copy() algorithm.
- void push_back(const T &value, command_queue &queue)
- {
- insert(end(), value, queue);
- }
- /// \overload
- void push_back(const T &value)
- {
- command_queue queue = default_queue();
- push_back(value, queue);
- queue.finish();
- }
- void pop_back(command_queue &queue)
- {
- resize(size() - 1, queue);
- }
- void pop_back()
- {
- command_queue queue = default_queue();
- pop_back(queue);
- queue.finish();
- }
- iterator insert(iterator position, const T &value, command_queue &queue)
- {
- if(position == end()){
- resize(m_size + 1, queue);
- position = begin() + position.get_index();
- ::boost::compute::copy_n(&value, 1, position, queue);
- }
- else {
- ::boost::compute::vector<T, Alloc> tmp(position, end(), queue);
- resize(m_size + 1, queue);
- position = begin() + position.get_index();
- ::boost::compute::copy_n(&value, 1, position, queue);
- ::boost::compute::copy(tmp.begin(), tmp.end(), position + 1, queue);
- }
- return position + 1;
- }
- iterator insert(iterator position, const T &value)
- {
- command_queue queue = default_queue();
- iterator iter = insert(position, value, queue);
- queue.finish();
- return iter;
- }
- void insert(iterator position,
- size_type count,
- const T &value,
- command_queue &queue)
- {
- ::boost::compute::vector<T, Alloc> tmp(position, end(), queue);
- resize(size() + count, queue);
- position = begin() + position.get_index();
- ::boost::compute::fill_n(position, count, value, queue);
- ::boost::compute::copy(
- tmp.begin(),
- tmp.end(),
- position + static_cast<difference_type>(count),
- queue
- );
- }
- void insert(iterator position, size_type count, const T &value)
- {
- command_queue queue = default_queue();
- insert(position, count, value, queue);
- queue.finish();
- }
- /// Inserts the values in the range [\p first, \p last) into the vector at
- /// \p position using \p queue.
- template<class InputIterator>
- void insert(iterator position,
- InputIterator first,
- InputIterator last,
- command_queue &queue)
- {
- ::boost::compute::vector<T, Alloc> tmp(position, end(), queue);
- size_type count = detail::iterator_range_size(first, last);
- resize(size() + count, queue);
- position = begin() + position.get_index();
- ::boost::compute::copy(first, last, position, queue);
- ::boost::compute::copy(
- tmp.begin(),
- tmp.end(),
- position + static_cast<difference_type>(count),
- queue
- );
- }
- /// \overload
- template<class InputIterator>
- void insert(iterator position, InputIterator first, InputIterator last)
- {
- command_queue queue = default_queue();
- insert(position, first, last, queue);
- queue.finish();
- }
- iterator erase(iterator position, command_queue &queue)
- {
- return erase(position, position + 1, queue);
- }
- iterator erase(iterator position)
- {
- command_queue queue = default_queue();
- iterator iter = erase(position, queue);
- queue.finish();
- return iter;
- }
- iterator erase(iterator first, iterator last, command_queue &queue)
- {
- if(last != end()){
- ::boost::compute::vector<T, Alloc> tmp(last, end(), queue);
- ::boost::compute::copy(tmp.begin(), tmp.end(), first, queue);
- }
- difference_type count = std::distance(first, last);
- resize(size() - static_cast<size_type>(count), queue);
- return begin() + first.get_index() + count;
- }
- iterator erase(iterator first, iterator last)
- {
- command_queue queue = default_queue();
- iterator iter = erase(first, last, queue);
- queue.finish();
- return iter;
- }
- /// Swaps the contents of \c *this with \p other.
- void swap(vector &other)
- {
- std::swap(m_data, other.m_data);
- std::swap(m_size, other.m_size);
- std::swap(m_allocator, other.m_allocator);
- }
- /// Removes all elements from the vector.
- void clear()
- {
- m_size = 0;
- }
- allocator_type get_allocator() const
- {
- return m_allocator;
- }
- /// Returns the underlying buffer.
- const buffer& get_buffer() const
- {
- return m_data.get_buffer();
- }
- /// \internal_
- ///
- /// Returns a command queue usable to issue commands for the vector's
- /// memory buffer. This is used when a member function is called without
- /// specifying an existing command queue to use.
- command_queue default_queue() const
- {
- const context &context = m_allocator.get_context();
- command_queue queue(context, context.get_device());
- return queue;
- }
- private:
- /// \internal_
- BOOST_CONSTEXPR size_type _minimum_capacity() const { return 4; }
- /// \internal_
- BOOST_CONSTEXPR float _growth_factor() const { return 1.5; }
- private:
- pointer m_data;
- size_type m_size;
- allocator_type m_allocator;
- };
- namespace detail {
- // set_kernel_arg specialization for vector<T>
- template<class T, class Alloc>
- struct set_kernel_arg<vector<T, Alloc> >
- {
- void operator()(kernel &kernel_, size_t index, const vector<T, Alloc> &vector)
- {
- kernel_.set_arg(index, vector.get_buffer());
- }
- };
- // for capturing vector<T> with BOOST_COMPUTE_CLOSURE()
- template<class T, class Alloc>
- struct capture_traits<vector<T, Alloc> >
- {
- static std::string type_name()
- {
- return std::string("__global ") + ::boost::compute::type_name<T>() + "*";
- }
- };
- // meta_kernel streaming operator for vector<T>
- template<class T, class Alloc>
- meta_kernel& operator<<(meta_kernel &k, const vector<T, Alloc> &vector)
- {
- return k << k.get_buffer_identifier<T>(vector.get_buffer());
- }
- } // end detail namespace
- } // end compute namespace
- } // end boost namespace
- #endif // BOOST_COMPUTE_CONTAINER_VECTOR_HPP
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