File: inner_product.h

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/******************************************************************************
 * Copyright (c) 2016, NVIDIA CORPORATION.  All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions are met:
 *     * Redistributions of source code must retain the above copyright
 *       notice, this list of conditions and the following disclaimer.
 *     * Redistributions in binary form must reproduce the above copyright
 *       notice, this list of conditions and the following disclaimer in the
 *       documentation and/or other materials provided with the distribution.
 *     * Neither the name of the NVIDIA CORPORATION nor the
 *       names of its contributors may be used to endorse or promote products
 *       derived from this software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
 * ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY
 * DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
 * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
 * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
 * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *
 ******************************************************************************/
#pragma once

#include <thrust/detail/config.h>

#if THRUST_DEVICE_COMPILER == THRUST_DEVICE_COMPILER_NVCC
#include <iterator>
#include <thrust/system/cuda/detail/reduce.h>
#include <thrust/detail/minmax.h>
#include <thrust/distance.h>

THRUST_NAMESPACE_BEGIN

namespace cuda_cub {

template <class Derived,
          class InputIt1,
          class InputIt2,
          class T,
          class ReduceOp,
          class ProductOp>
T __host__ __device__
inner_product(execution_policy<Derived> &policy,
              InputIt1                   first1,
              InputIt1                   last1,
              InputIt2                   first2,
              T                          init,
              ReduceOp                   reduce_op,
              ProductOp                  product_op)
{
  typedef typename iterator_traits<InputIt1>::difference_type size_type;
  size_type num_items = static_cast<size_type>(thrust::distance(first1, last1));
  typedef transform_pair_of_input_iterators_t<T,
                                              InputIt1,
                                              InputIt2,
                                              ProductOp>
      binop_iterator_t;

  return cuda_cub::reduce_n(policy,
                            binop_iterator_t(first1, first2, product_op),
                            num_items,
                            init,
                            reduce_op);
}

template <class Derived,
          class InputIt1,
          class InputIt2,
          class T>
T __host__ __device__
inner_product(execution_policy<Derived> &policy,
              InputIt1                   first1,
              InputIt1                   last1,
              InputIt2                   first2,
              T                          init)
{
  return cuda_cub::inner_product(policy,
                                 first1,
                                 last1,
                                 first2,
                                 init,
                                 plus<T>(),
                                 multiplies<T>());
}

}    // namespace cuda_cub

THRUST_NAMESPACE_END
#endif