xgboost::linalg::detail Namespace Reference

Classes
struct	ArrayInterfaceHandler
struct	AllTag
struct	IntTag
struct	RangeTag
struct	Conjunction
struct	Conjunction< B1 >
struct	Conjunction< B1, Bn... >

Typedefs
template<typename S >
using	RemoveCRType = std::remove_const_t< std::remove_reference_t< S > >
template<typename S >
using	IndexToTag = std::conditional_t< std::is_integral< RemoveCRType< S > >::value, IntTag, S >
template<typename... Index>
using	IsAllIntegral = Conjunction< std::is_integral< std::remove_reference_t< Index > >... >
template<typename... Index>
using	EnableIfIntegral = std::enable_if_t< IsAllIntegral< Index... >::value >

Functions
template<size_t dim, typename S , typename Head , size_t D>
constexpr size_t	Offset (S(&strides)[D], size_t n, Head head)
template<size_t dim, typename S , size_t D, typename Head , typename... Tail>
constexpr std::enable_if_t< sizeof...(Tail) !=0, size_t >	Offset (S(&strides)[D], size_t n, Head head, Tail &&...rest)
template<int32_t D, bool f_array = false>
constexpr void	CalcStride (size_t const (&shape)[D], size_t(&stride)[D])
template<typename T >
constexpr int32_t	CalcSliceDim ()
	Calculate the dimension of sliced tensor. More...
template<typename T , typename... S>
constexpr std::enable_if_t< sizeof...(S) !=0, int32_t >	CalcSliceDim ()
template<int32_t D>
constexpr size_t	CalcSize (size_t(&shape)[D])
template<int32_t n, typename Fn >
constexpr LINALG_HD auto	UnrollLoop (Fn fn)
template<typename T >
int32_t	NativePopc (T v)
LINALG_HD int	Popc (uint32_t v)
LINALG_HD int	Popc (uint64_t v)
template<std::size_t D, typename Head >
LINALG_HD void	IndexToArr (std::size_t(&arr)[D], Head head)
template<std::size_t D, typename Head , typename... Rest>
LINALG_HD void	IndexToArr (std::size_t(&arr)[D], Head head, Rest &&...index)
	Convert index from parameter pack to C-style array. More...
template<class T , std::size_t N, std::size_t... Idx>
constexpr auto	ArrToTuple (T(&arr)[N], std::index_sequence< Idx... >)
template<class T , std::size_t N>
constexpr auto	ArrToTuple (T(&arr)[N])
	Convert C-styple array to std::tuple. More...
template<typename I , std::int32_t D>
LINALG_HD auto	UnravelImpl (I idx, common::Span< size_t const, D > shape)
template<size_t dim, typename I , int32_t D>
void	ReshapeImpl (size_t(&out_shape)[D], I s)
template<size_t dim, int32_t D, typename... S, typename I , std::enable_if_t< sizeof...(S) !=0 > * = nullptr>
void	ReshapeImpl (size_t(&out_shape)[D], I &&s, S &&...rest)
template<typename Fn , typename Tup , size_t... I>
decltype(auto) constexpr LINALG_HD	Apply (Fn &&f, Tup &&t, std::index_sequence< I... >)
template<typename Fn , typename Tup >
decltype(auto) constexpr LINALG_HD	Apply (Fn &&f, Tup &&t)

Typedef Documentation

EnableIfIntegral

template<typename... Index>

using xgboost::linalg::detail::EnableIfIntegral = typedef std::enable_if_t<IsAllIntegral<Index...>::value>

IndexToTag

template<typename S >

using xgboost::linalg::detail::IndexToTag = typedef std::conditional_t<std::is_integral<RemoveCRType<S> >::value, IntTag, S>

IsAllIntegral

template<typename... Index>

using xgboost::linalg::detail::IsAllIntegral = typedef Conjunction<std::is_integral<std::remove_reference_t<Index> >...>

RemoveCRType

template<typename S >

using xgboost::linalg::detail::RemoveCRType = typedef std::remove_const_t<std::remove_reference_t<S> >

Function Documentation

Apply() [1/2]

template<typename Fn , typename Tup >

decltype(auto) constexpr LINALG_HD xgboost::linalg::detail::Apply ( Fn &&  f, Tup &&  t  )

constexpr

C++ 17 style apply.

Parameters

f	function to apply
t	tuple of arguments

Apply() [2/2]

template<typename Fn , typename Tup , size_t... I>

decltype(auto) constexpr LINALG_HD xgboost::linalg::detail::Apply ( Fn &&  f, Tup &&  t, std::index_sequence< I... >    )

constexpr

ArrToTuple() [1/2]

template<class T , std::size_t N>

constexpr auto xgboost::linalg::detail::ArrToTuple ( T(&)  arr[N] )

constexpr

Convert C-styple array to std::tuple.

ArrToTuple() [2/2]

template<class T , std::size_t N, std::size_t... Idx>

constexpr auto xgboost::linalg::detail::ArrToTuple ( T(&)  arr[N], std::index_sequence< Idx... >    )

constexpr

CalcSize()

template<int32_t D>

constexpr size_t xgboost::linalg::detail::CalcSize ( size_t(&)  shape[D] )

constexpr

CalcSliceDim() [1/2]

template<typename T >

constexpr int32_t xgboost::linalg::detail::CalcSliceDim ( )

constexpr

Calculate the dimension of sliced tensor.

CalcSliceDim() [2/2]

template<typename T , typename... S>

constexpr std::enable_if_t<sizeof...(S) != 0, int32_t> xgboost::linalg::detail::CalcSliceDim ( )

constexpr

CalcStride()

template<int32_t D, bool f_array = false>

constexpr void xgboost::linalg::detail::CalcStride ( size_t const (&)  shape[D], size_t(&)  stride[D]  )

constexpr

IndexToArr() [1/2]

template<std::size_t D, typename Head >

LINALG_HD void xgboost::linalg::detail::IndexToArr	(	std::size_t(&)	arr[D],
		Head	head
	)

IndexToArr() [2/2]

template<std::size_t D, typename Head , typename... Rest>

LINALG_HD void xgboost::linalg::detail::IndexToArr	(	std::size_t(&)	arr[D],
		Head	head,
		Rest &&...	index
	)

Convert index from parameter pack to C-style array.

NativePopc()

template<typename T >

int32_t xgboost::linalg::detail::NativePopc

(

T

v

)

Offset() [1/2]

template<size_t dim, typename S , typename Head , size_t D>

constexpr size_t xgboost::linalg::detail::Offset ( S(&)  strides[D], size_t  n, Head  head  )

constexpr

Offset() [2/2]

template<size_t dim, typename S , size_t D, typename Head , typename... Tail>

constexpr std::enable_if_t<sizeof...(Tail) != 0, size_t> xgboost::linalg::detail::Offset ( S(&)  strides[D], size_t  n, Head  head, Tail &&...  rest  )

constexpr

Popc() [1/2]

LINALG_HD int xgboost::linalg::detail::Popc ( uint32_t  v )

inline

Popc() [2/2]

LINALG_HD int xgboost::linalg::detail::Popc ( uint64_t  v )

inline

ReshapeImpl() [1/2]

template<size_t dim, int32_t D, typename... S, typename I , std::enable_if_t< sizeof...(S) !=0 > * = nullptr>

void xgboost::linalg::detail::ReshapeImpl	(	size_t(&)	out_shape[D],
		I &&	s,
		S &&...	rest
	)

ReshapeImpl() [2/2]

template<size_t dim, typename I , int32_t D>

void xgboost::linalg::detail::ReshapeImpl	(	size_t(&)	out_shape[D],
		I	s
	)

UnravelImpl()

template<typename I , std::int32_t D>

LINALG_HD auto xgboost::linalg::detail::UnravelImpl	(	I	idx,
		common::Span< size_t const, D >	shape
	)

UnrollLoop()

template<int32_t n, typename Fn >

constexpr LINALG_HD auto xgboost::linalg::detail::UnrollLoop ( Fn  fn )

constexpr