289 lines
7.7 KiB
C++
289 lines
7.7 KiB
C++
// Copyright (c) 2018-2019 Cem Bassoy
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//
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// Distributed under the Boost Software License, Version 1.0. (See
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// accompanying file LICENSE_1_0.txt or copy at
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// http://www.boost.org/LICENSE_1_0.txt)
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//
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// The authors gratefully acknowledge the support of
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// Fraunhofer and Google in producing this work
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// which started as a Google Summer of Code project.
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//
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#include <iostream>
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#include <algorithm>
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#include <vector>
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#include <boost/numeric/ublas/tensor/algorithms.hpp>
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#include <boost/numeric/ublas/tensor/extents.hpp>
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#include <boost/numeric/ublas/tensor/strides.hpp>
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#include "utility.hpp"
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#include <boost/test/unit_test.hpp>
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BOOST_AUTO_TEST_SUITE ( test_tensor_algorithms,
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* boost::unit_test::depends_on("test_extents")
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* boost::unit_test::depends_on("test_strides"))
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using test_types = zip<int,long,float,double,std::complex<float>>::with_t<boost::numeric::ublas::first_order, boost::numeric::ublas::last_order>;
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using test_types2 = std::tuple<int,long,float,double,std::complex<float>>;
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struct fixture
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{
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using extents_type = boost::numeric::ublas::shape;
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fixture()
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: extents {
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extents_type{1,1}, // 1
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extents_type{1,2}, // 2
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extents_type{2,1}, // 3
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extents_type{2,3}, // 4
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extents_type{2,3,1}, // 5
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extents_type{4,1,3}, // 6
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extents_type{1,2,3}, // 7
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extents_type{4,2,3}, // 8
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extents_type{4,2,3,5} } // 9
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{
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}
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std::vector<extents_type> extents;
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};
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BOOST_FIXTURE_TEST_CASE_TEMPLATE( test_tensor_algorithms_copy, value, test_types2, fixture )
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{
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using namespace boost::numeric;
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using value_type = value;
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using vector_type = std::vector<value_type>;
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for(auto const& n : extents) {
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auto a = vector_type(n.product());
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auto b = vector_type(n.product());
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auto c = vector_type(n.product());
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auto wa = ublas::strides<ublas::first_order>(n);
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auto wb = ublas::strides<ublas::last_order> (n);
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auto wc = ublas::strides<ublas::first_order>(n);
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auto v = value_type{};
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for(auto i = 0ul; i < a.size(); ++i, v+=1){
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a[i]=v;
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}
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ublas::copy( n.size(), n.data(), b.data(), wb.data(), a.data(), wa.data() );
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ublas::copy( n.size(), n.data(), c.data(), wc.data(), b.data(), wb.data() );
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for(auto i = 1ul; i < c.size(); ++i)
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BOOST_CHECK_EQUAL( c[i], a[i] );
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using size_type = typename ublas::strides<ublas::first_order>::value_type;
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size_type const*const p0 = nullptr;
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BOOST_CHECK_THROW( ublas::copy( n.size(), p0, c.data(), wc.data(), b.data(), wb.data() ), std::length_error );
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BOOST_CHECK_THROW( ublas::copy( n.size(), n.data(), c.data(), p0, b.data(), wb.data() ), std::length_error );
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BOOST_CHECK_THROW( ublas::copy( n.size(), n.data(), c.data(), wc.data(), b.data(), p0 ), std::length_error );
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value_type* c0 = nullptr;
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BOOST_CHECK_THROW( ublas::copy( n.size(), n.data(), c0, wc.data(), b.data(), wb.data() ), std::length_error );
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}
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// special case rank == 0
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{
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auto n = ublas::shape{};
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auto a = vector_type(n.product());
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auto b = vector_type(n.product());
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auto c = vector_type(n.product());
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auto wa = ublas::strides<ublas::first_order>(n);
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auto wb = ublas::strides<ublas::last_order> (n);
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auto wc = ublas::strides<ublas::first_order>(n);
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ublas::copy( n.size(), n.data(), b.data(), wb.data(), a.data(), wa.data() );
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ublas::copy( n.size(), n.data(), c.data(), wc.data(), b.data(), wb.data() );
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BOOST_CHECK_NO_THROW( ublas::copy( n.size(), n.data(), c.data(), wc.data(), b.data(), wb.data() ) );
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}
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}
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BOOST_FIXTURE_TEST_CASE_TEMPLATE( test_tensor_algorithms_transform, value, test_types2, fixture )
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{
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using namespace boost::numeric;
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using value_type = value;
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using vector_type = std::vector<value_type>;
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for(auto const& n : extents) {
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auto a = vector_type(n.product());
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auto b = vector_type(n.product());
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auto c = vector_type(n.product());
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auto wa = ublas::strides<ublas::first_order>(n);
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auto wb = ublas::strides<ublas::last_order> (n);
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auto wc = ublas::strides<ublas::first_order>(n);
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auto v = value_type{};
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for(auto i = 0ul; i < a.size(); ++i, v+=1){
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a[i]=v;
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}
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ublas::transform( n.size(), n.data(), b.data(), wb.data(), a.data(), wa.data(), [](value_type const& a){ return a + value_type(1);} );
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ublas::transform( n.size(), n.data(), c.data(), wc.data(), b.data(), wb.data(), [](value_type const& a){ return a - value_type(1);} );
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for(auto i = 1ul; i < c.size(); ++i)
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BOOST_CHECK_EQUAL( c[i], a[i] );
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}
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}
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BOOST_FIXTURE_TEST_CASE_TEMPLATE( test_tensor_algorithms_accumulate, value, test_types2, fixture )
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{
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using namespace boost::numeric;
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using value_type = value;
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using vector_type = std::vector<value_type>;
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for(auto const& n : extents) {
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auto const s = n.product();
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auto a = vector_type(n.product());
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// auto b = vector_type(n.product());
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// auto c = vector_type(n.product());
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auto wa = ublas::strides<ublas::first_order>(n);
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// auto wb = ublas::strides<ublas::last_order> (n);
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// auto wc = ublas::strides<ublas::first_order>(n);
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auto v = value_type{};
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for(auto i = 0ul; i < a.size(); ++i, v+=value_type(1)){
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a[i]=v;
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}
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auto acc = ublas::accumulate( n.size(), n.data(), a.data(), wa.data(), v);
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BOOST_CHECK_EQUAL( acc, value_type( s*(s+1) / 2 ) );
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auto acc2 = ublas::accumulate( n.size(), n.data(), a.data(), wa.data(), v,
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[](auto const& l, auto const& r){return l + r; });
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BOOST_CHECK_EQUAL( acc2, value_type( s*(s+1) / 2 ) );
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}
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}
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template<class V>
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void init(std::vector<V>& a)
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{
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auto v = V(1);
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for(auto i = 0u; i < a.size(); ++i, ++v){
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a[i] = v;
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}
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}
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template<class V>
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void init(std::vector<std::complex<V>>& a)
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{
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auto v = std::complex<V>(1,1);
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for(auto i = 0u; i < a.size(); ++i){
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a[i] = v;
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v.real(v.real()+1);
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v.imag(v.imag()+1);
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}
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}
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BOOST_FIXTURE_TEST_CASE_TEMPLATE( test_tensor_algorithms_trans, value, test_types, fixture )
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{
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using namespace boost::numeric;
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using value_type = typename value::first_type;
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using layout_type = typename value::second_type;
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using vector_type = std::vector<value_type>;
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using strides_type = ublas::strides<layout_type>;
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using extents_type = ublas::shape;
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using size_type = typename extents_type::value_type;
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using permutation_type = std::vector<size_type>;
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for(auto const& n : extents) {
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auto p = n.size();
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auto s = n.product();
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auto pi = permutation_type(p);
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auto a = vector_type(s);
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auto b1 = vector_type(s);
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auto b2 = vector_type(s);
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auto c1 = vector_type(s);
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auto c2 = vector_type(s);
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auto wa = strides_type(n);
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init(a);
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// so wie last-order.
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for(auto i = size_type(0), j = p; i < n.size(); ++i, --j)
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pi[i] = j;
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auto nc = typename extents_type::base_type (p);
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for(auto i = 0u; i < p; ++i)
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nc[pi[i]-1] = n[i];
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auto wc = strides_type(extents_type(nc));
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auto wc_pi = typename strides_type::base_type (p);
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for(auto i = 0u; i < p; ++i)
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wc_pi[pi[i]-1] = wc[i];
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ublas::copy ( p, n.data(), c1.data(), wc_pi.data(), a.data(), wa.data());
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ublas::trans( p, n.data(), pi.data(), c2.data(), wc.data(), a.data(), wa.data() );
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if(!std::is_compound_v<value_type>)
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for(auto i = 0ul; i < s; ++i)
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BOOST_CHECK_EQUAL( c1[i], c2[i] );
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auto nb = typename extents_type::base_type (p);
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for(auto i = 0u; i < p; ++i)
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nb[pi[i]-1] = nc[i];
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auto wb = strides_type (extents_type(nb));
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auto wb_pi = typename strides_type::base_type (p);
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for(auto i = 0u; i < p; ++i)
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wb_pi[pi[i]-1] = wb[i];
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ublas::copy ( p, nc.data(), b1.data(), wb_pi.data(), c1.data(), wc.data());
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ublas::trans( p, nc.data(), pi.data(), b2.data(), wb.data(), c2.data(), wc.data() );
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if(!std::is_compound_v<value_type>)
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for(auto i = 0ul; i < s; ++i)
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BOOST_CHECK_EQUAL( b1[i], b2[i] );
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for(auto i = 0ul; i < s; ++i)
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BOOST_CHECK_EQUAL( a[i], b2[i] );
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}
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}
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BOOST_AUTO_TEST_SUITE_END()
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