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- //---------------------------------------------------------------------------//
- // Copyright (c) 2014 Roshan <thisisroshansmail@gmail.com>
- //
- // 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_RANDOM_BERNOULLI_DISTRIBUTION_HPP
- #define BOOST_COMPUTE_RANDOM_BERNOULLI_DISTRIBUTION_HPP
- #include <boost/assert.hpp>
- #include <boost/type_traits.hpp>
- #include <boost/compute/command_queue.hpp>
- #include <boost/compute/function.hpp>
- #include <boost/compute/types/fundamental.hpp>
- #include <boost/compute/detail/iterator_range_size.hpp>
- #include <boost/compute/detail/literal.hpp>
- namespace boost {
- namespace compute {
- ///
- /// \class bernoulli_distribution
- /// \brief Produces random boolean values according to the following
- /// discrete probability function with parameter p :
- /// P(true/p) = p and P(false/p) = (1 - p)
- ///
- /// The following example shows how to setup a bernoulli distribution to
- /// produce random boolean values with parameter p = 0.25
- ///
- /// \snippet test/test_bernoulli_distribution.cpp generate
- ///
- template<class RealType = float>
- class bernoulli_distribution
- {
- public:
- /// Creates a new bernoulli distribution
- bernoulli_distribution(RealType p = 0.5f)
- : m_p(p)
- {
- }
- /// Destroys the bernoulli_distribution object
- ~bernoulli_distribution()
- {
- }
- /// Returns the value of the parameter p
- RealType p() const
- {
- return m_p;
- }
- /// Generates bernoulli distributed booleans and stores
- /// them in the range [\p first, \p last).
- template<class OutputIterator, class Generator>
- void generate(OutputIterator first,
- OutputIterator last,
- Generator &generator,
- command_queue &queue)
- {
- size_t count = detail::iterator_range_size(first, last);
- vector<uint_> tmp(count, queue.get_context());
- generator.generate(tmp.begin(), tmp.end(), queue);
- BOOST_COMPUTE_FUNCTION(bool, scale_random, (const uint_ x),
- {
- return (convert_RealType(x) / MAX_RANDOM) < PARAM;
- });
- scale_random.define("PARAM", detail::make_literal(m_p));
- scale_random.define("MAX_RANDOM", "UINT_MAX");
- scale_random.define(
- "convert_RealType", std::string("convert_") + type_name<RealType>()
- );
- transform(
- tmp.begin(), tmp.end(), first, scale_random, queue
- );
- }
- private:
- RealType m_p;
- BOOST_STATIC_ASSERT_MSG(
- boost::is_floating_point<RealType>::value,
- "Template argument must be a floating point type"
- );
- };
- } // end compute namespace
- } // end boost namespace
- #endif // BOOST_COMPUTE_RANDOM_BERNOULLI_DISTRIBUTION_HPP
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