-
#include "tensorstore/strided_layout.h"
-
template <DimensionIndex Rank,
ArrayOriginKind OriginKind,
ContainerKind CKind>
class tensorstore::StridedLayout; A
StridedLayout
specifies the layout of a multi-dimensional array in terms of anorigin
vector, ashape
vector, and abyte_strides
vector, all of length equal to therank
of the multi-dimensional array. Theorigin
andshape
vectors specify the domain of the array, and thebyte_strides
vector specifies the offset in bytes between consecutive elements in each dimension.Specifying the strides in units of bytes, rather than
sizeof(T)
bytes, is consistent with NumPy, and is useful for representing an “array of structs” as a “struct of arrays” in the case thatalignof(T) <= sizeof(T)
.The rank may be specified at compile time using the
Rank
template parameter, or at run time by specifying aRank
ofdynamic_rank
.If
OriginKind == zero_origin
(the default), theorigin
vector is implicitly an all-zero vector and is not stored explicitly. To use an explicitorigin
vector, specifyOriginKind == offset_origin
.If
CKind == container
(the default), this type has value semantics with respect to the contents of theorigin
,shape
andbyte_strides
vectors, and non-const instances provide mutable access to them (except that only const access to theorigin
vector is provided ifOriginKind == zero_origin
). If theRank
is specified at compile time, these vectors are stored inline, while in the case ofdynamic_rank
they stored in a single heap allocation, making copying more expensive.If
CKind == view
(or if using theStridedLayoutView
convenience alias), this type represents a const, unowned view of a layout, and stores only pointers to theorigin
,shape
, andbyte_strides
vectors. In this case, the user is responsible for ensuring that theorigin
,shape
, andbyte_strides
vectors remain valid as long as they are referenced.Example usage:
tensorstore::StridedLayout<2> x(tensorstore::c_order, sizeof(int), {3, 4}); EXPECT_EQ(3, x.rank()); // Indexing with `operator()` requires all dimensions be specified. EXPECT_EQ((4 + 2) * sizeof(int), x(1, 2)); EXPECT_EQ((4 + 2) * sizeof(int), x({1, 2})); // Indexing with `operator[]` supports partial indexing. EXPECT_EQ(4 * sizeof(int), x[1]); EXPECT_EQ((4 + 2) * sizeof(int), x[{1, 2}]); // Create a StridedLayoutView that refers to x. tensorstore::StridedLayoutView<2> x_ref = x;
- Template Parameters:¶
- DimensionIndex Rank¶
The compile time rank (must be
>= 0
),dynamic_rank
to specify a rank at run time, or ifCKind == container
,dynamic_rank(n)
forn >= 0
to specify a rank at run time with inline storage for ranks<= n
.- ArrayOriginKind OriginKind¶
Either
zero_origin
(to indicate a constant all-zero origin vector) oroffset_origin
(to allow an arbitrary origin vector).- ContainerKind CKind¶
Either
container
(for value semantics) orview
(for unowned view semantics).
Data members¶
- constexpr const ArrayOriginKind array_origin_kind = OriginKind;
Origin kind of the layout.
- constexpr const ContainerKind container_kind = CKind;
Indicates whether this represents a layout by value (
container
) or by unowned reference (view
).
-
constexpr const DimensionIndex static_rank =
RankConstraint::FromInlineRank(Rank); Rank of the layout, or
dynamic_rank
if specified at run time.
Types¶
-
using RankType =
StaticOrDynamicRank<RankConstraint::FromInlineRank(Rank)>; Representation of static or dynamic rank value.
- type MaybeConstIndex;
Conditionally const-qualified element type of
shape
vector.
- type MaybeConstOriginIndex;
Conditionally const-qualified element type of
origin
vector.
Methods¶
Constructors¶
- StridedLayout();
Constructs a default layout of rank equal to
static_rank
(ifstatic_rank >= 0
) or rank0
(ifstatic_rank == dynamic_rank
).
- explicit StridedLayout(RankType rank);
Constructs an uninitialized layout of the specified
rank
.
-
explicit StridedLayout(
span<const Index, RankConstraint::FromInlineRank(Rank)> shape,
span<const Index, RankConstraint::FromInlineRank(Rank)>
byte_strides); -
explicit StridedLayout(const Index (&shape)[N],
const Index (&byte_strides)[N]); Constructs from the specified
shape
andbyte_strides
.
-
explicit StridedLayout(
span<const Index, RankConstraint::FromInlineRank(Rank)> origin,
span<const Index, RankConstraint::FromInlineRank(Rank)> shape,
span<const Index, RankConstraint::FromInlineRank(Rank)>
byte_strides); -
explicit StridedLayout(const Index (&origin)[N],
const Index (&shape)[N],
const Index (&byte_strides)[N]); Constructs from the specified
origin
,shape
andbyte_strides
.
-
explicit StridedLayout(
BoxView<RankConstraint::FromInlineRank(Rank)> domain,
span<const Index, RankConstraint::FromInlineRank(Rank)>
byte_strides); Constructs from the specified
domain
andbyte_strides
.
- explicit(...) StridedLayout(const StridedLayout<R, O, C>& source);
Constructs from a layout with a compatible
static_rank
andarray_origin_kind
.
-
explicit StridedLayout(unchecked_t,
const StridedLayout<R, O, C>& source); - explicit StridedLayout(unchecked_t, StridedLayout&& source);
Unchecked conversion.
-
explicit StridedLayout(RankType rank,
const Index* shape,
const Index* byte_strides); -
explicit StridedLayout(RankType rank,
const Index* origin,
const Index* shape,
const Index* byte_strides); Constructs from the specified rank and origin/shape/byte_strides arrays.
-
explicit StridedLayout(
ContiguousLayoutOrder order,
Index element_stride,
BoxView<RankConstraint::FromInlineRank(Rank)> domain); -
explicit StridedLayout(
ContiguousLayoutOrder order,
Index element_stride,
span<const Index, RankConstraint::FromInlineRank(Rank)> shape); -
explicit StridedLayout(ContiguousLayoutOrder order,
Index element_stride,
const Index (&shape)[R]); Constructs a contiguous layout with the specified domain and element stride.
Assignment¶
- StridedLayout& operator=(const StridedLayout<R, O, C>& other);
Assigns from a layout with a compatible
static_rank
andarray_origin_kind
.
Accessors¶
-
span<const Index, RankConstraint::FromInlineRank(Rank)>
origin() const; -
span<MaybeConstOriginIndex, RankConstraint::FromInlineRank(Rank)>
origin(); Returns the origin vector of size
rank()
.
-
span<const Index, RankConstraint::FromInlineRank(Rank)>
byte_strides() const; -
span<MaybeConstIndex, RankConstraint::FromInlineRank(Rank)>
byte_strides(); Returns the byte strides vector of size
rank()
.
- span<const Index, RankConstraint::FromInlineRank(Rank)> shape() const;
- span<MaybeConstIndex, RankConstraint::FromInlineRank(Rank)> shape();
Returns the shape vector of size
rank()
.
- Index origin_byte_offset() const;
Returns the byte offset of the origin.
- Index num_elements() const;
Returns the total number of elements (product of extents in
shape()
).
- BoxView<RankConstraint::FromInlineRank(Rank)> domain() const;
Returns the domain of the layout.
Indexing¶
- Index operator[](const Indices& indices) const;
- Index operator[](const IndexType (&indices)[N]) const;
Returns the byte offset corresponding to a list of
N <= rank()
indices into the layout.
- Index operator()(const Indices& indices) const;
- Index operator()(const Index (&indices)[N]) const;
Returns the byte offset corresponding to a list of
rank()
indices into the layout.
- Index operator()(IndexType... index) const;
Returns
(*this)({index...})
, or0
ifindex
is an empty pack.
Friend functions¶
-
friend std::ostream&
operator<<(std::ostream& os, const StridedLayout& layout); Writes a string representation to
os
.
-
friend bool
operator==(const StridedLayout& a, const StridedLayout<R, O, C>& b); -
friend bool
operator!=(const StridedLayout& a, const StridedLayout<R, O, C>& b); Compares the
domain
andbyte_strides
.
Related Types¶
- enum class tensorstore::ContiguousLayoutOrder;
Specifies a C-order or Fortran-order contiguous array layout.
-
using tensorstore::StridedLayoutView<Rank, OriginKind> =
StridedLayout<Rank, OriginKind, view>; Specifies an unowned strided layout.
Related Constants¶
- constexpr bool tensorstore::IsStridedLayout<X>;
Metafunction that checks whether a given type is convertible to StridedLayoutView.
Related Functions¶
-
Index tensorstore::IndexInnerProduct(DimensionIndex n,
const T0* a,
const T1* b); - Index tensorstore::IndexInnerProduct(const T0* a, const T1* b);
-
Index tensorstore::IndexInnerProduct(span<T0, Rank> a,
span<T1, Rank> b);
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void tensorstore::InitializeContiguousLayout(
ContiguousLayoutOrder order,
Index element_stride,
StridedLayout<Rank, OriginKind>* layout); Assigns
layout->byte_strides()
to correspond to a contiguous layout that matches the existing value oflayout->shape()
.
-
void tensorstore::InitializeContiguousLayout(
ContiguousLayoutOrder order,
Index element_stride,
BoxView<RankConstraint::FromInlineRank(Rank)> domain,
StridedLayout<Rank, offset_origin>* layout); Initializes
*layout
to a contiguous layout over the specifieddomain
.
-
void tensorstore::InitializeContiguousLayout(
ContiguousLayoutOrder order,
Index element_stride,
std::type_identity_t<
span<const Index, RankConstraint::FromInlineRank(Rank)>>
shape,
StridedLayout<Rank, OriginKind>* layout); Initializes
*layout
to a contiguous layout with the specifiedshape
.
-
StridedLayoutView<
RankConstraint::Subtract(RankConstraint::FromInlineRank(R),
SubRank),
O>
tensorstore::GetSubLayoutView(const StridedLayout<R, O, C>& layout,
DimensionIndex sub_rank); -
StridedLayoutView<
RankConstraint::Subtract(RankConstraint::FromInlineRank(R),
SubRank),
O>
tensorstore::GetSubLayoutView(
const StridedLayout<R, O, C>& layout,
std::integral_constant<DimensionIndex, SubRank> sub_rank = {}); Returns a view with the leading
sub_rank
dimensions oflayout
removed.
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BoxView<Rank> tensorstore::GetBoxDomainOf(
const StridedLayout<Rank, OriginKind, CKind>& layout); Implements the HasBoxDomain concept for
StridedLayout
.
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bool tensorstore::IsContiguousLayout(
const StridedLayout<Rank, OriginKind, CKind>& layout,
ContiguousLayoutOrder order,
Index element_size); Checks if
layout
is a contiguous layout with the specified order and element size.
-
bool tensorstore::IsBroadcastScalar(
const StridedLayout<Rank, OriginKind, CKind>& layout); Checks if
layout
contains at most a single distinct element.
-
Index tensorstore::GetByteExtent(
const StridedLayout<Rank, OriginKind, CKind>& layout,
Index element_size); Returns smallest number of contiguous bytes into which the specified layout fits.
Broadcasting¶
-
absl::Status
tensorstore::ValidateShapeBroadcast(span<const Index> source_shape,
span<const Index> target_shape); Validates that
source_shape
can be broadcast totarget_shape
.
-
absl::Status
tensorstore::BroadcastStridedLayout(StridedLayoutView<> source,
span<const Index> target_shape,
Index* target_byte_strides); -
absl::Status
tensorstore::BroadcastStridedLayout(StridedLayoutView<> source,
span<const Index> target_shape,
StridedLayout<>& target); -
Result<Index> tensorstore::BroadcastStridedLayout(
StridedLayoutView<dynamic_rank, offset_origin> source,
BoxView<> target_domain,
StridedLayout<dynamic_rank, offset_origin>& target); Broadcasts
source
totarget_shape
.