pRC
multi-purpose Tensor Train library for C++
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reduce.hpp
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1// SPDX-License-Identifier: BSD-2-Clause
2
3#ifndef pRC_CORE_TENSOR_FUNCTIONS_REDUCE_H
4#define pRC_CORE_TENSOR_FUNCTIONS_REDUCE_H
5
9
10namespace pRC
11{
12 template<class F, Index... Is>
13 struct Reduce;
14
29 template<class F, Index... Is, class X, class R = RemoveReference<X>,
31 If<IsSatisfied<(sizeof...(Is) <= typename R::Dimension())>> = 0,
32 If<IsUnique<Constant<Index, Is>...>> = 0,
33 If<IsSatisfied<(max(Is...) < typename R::Dimension())>> = 0,
36 If<IsInvocable<F, decltype(F::template Identity<typename R::Type>()),
37 E>> = 0>
38 static inline constexpr auto reduce(X &&a)
39 {
42 using Sizes = decltype(chip<Is...>(typename R::Sizes()));
43
44 return TensorViews::Reduce<T, Sizes, F,
45 decltype(sort(Sequence<Index, Is...>())), V>(view(forward<X>(a)));
46 }
47
59 template<class F, class X, class R = RemoveReference<X>,
60 If<IsTensorish<R>> = 0, If<IsInvocable<View, X>> = 0,
61 class E = ResultOf<X, typename R::Subscripts>,
62 If<IsInvocable<F, E, E>> = 0,
63 If<IsInvocable<F, decltype(F::template Identity<typename R::Type>()),
64 E>> = 0>
65 static inline constexpr auto reduce(X &&a)
66 {
67 if constexpr(typename R::Dimension() == 0)
68 {
69 return view(forward<X>(a));
70 }
71 else
72 {
73 return expand(makeSeries<Index, typename R::Dimension{}>(),
74 [&a](auto const... seq)
75 {
76 return reduce<F, seq...>(forward<X>(a));
77 });
78 }
79 }
80
98 template<class F, Index... Is, class X, class R = RemoveReference<X>,
100 If<IsInvocable<Reduce<F, Is...>, X &>> = 0>
101 static inline constexpr auto reduce(X &&a)
102 {
103 return eval(reduce<F, Is...>(a));
104 }
105}
106#endif // pRC_CORE_TENSOR_FUNCTIONS_REDUCE_H
Definition sequence.hpp:56
Definition sequence.hpp:34
Definition reduce.hpp:14
Definition cholesky.hpp:18
static constexpr X eval(X &&a)
Definition eval.hpp:11
static constexpr auto reduce(Sequence< T, I1, I2, Is... > const)
Definition sequence.hpp:426
Sequence< Size, Ns... > Sizes
Definition type_traits.hpp:238
static constexpr X view(X &&a)
Returns a TensorView obtained from a TensorView.
Definition view.hpp:22
std::enable_if_t< B{}, int > If
Definition type_traits.hpp:68
std::is_invocable< F, Args... > IsInvocable
Definition type_traits.hpp:134
static constexpr void sort(C const &compare, T &a, Size const k=T::size(), Size const d=0)
Definition sort.hpp:15
static constexpr auto makeSeries()
Definition sequence.hpp:361
Constant< Bool, B > IsSatisfied
Definition type_traits.hpp:71
static constexpr Conditional< IsSatisfied< C >, RemoveConstReference< X >, X > copy(X &&a)
Definition copy.hpp:13
RemoveConst< RemoveReference< T > > RemoveConstReference
Definition type_traits.hpp:62
static constexpr auto chip(Sequence< T, Is... > const)
Definition sequence.hpp:561
static constexpr decltype(auto) expand(Sequence< T, Seq... > const, F &&f, Xs &&...args)
forwards the values in a pRC::Sequence to a function as parameters
Definition sequence.hpp:354
Size Index
Definition type_traits.hpp:21
static constexpr X max(X &&a)
Definition max.hpp:13