tmp/tmp6gybzde3/{from.md → to.md}
RENAMED
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| 1 |
+
### Transpose in-place transformation <a id="linalg.transp">[[linalg.transp]]</a>
|
| 2 |
+
|
| 3 |
+
#### Introduction <a id="linalg.transp.intro">[[linalg.transp.intro]]</a>
|
| 4 |
+
|
| 5 |
+
`layout_transpose` is an `mdspan` layout mapping policy that swaps the
|
| 6 |
+
two indices, extents, and strides of any unique `mdspan` layout mapping
|
| 7 |
+
policy.
|
| 8 |
+
|
| 9 |
+
The `transposed` function takes an `mdspan` representing a matrix, and
|
| 10 |
+
returns a new `mdspan` representing the transpose of the input matrix.
|
| 11 |
+
|
| 12 |
+
#### Exposition-only helpers for `layout_transpose` and `transposed` <a id="linalg.transp.helpers">[[linalg.transp.helpers]]</a>
|
| 13 |
+
|
| 14 |
+
The exposition-only *`transpose-extents`* function takes an `extents`
|
| 15 |
+
object representing the extents of a matrix, and returns a new `extents`
|
| 16 |
+
object representing the extents of the transpose of the matrix.
|
| 17 |
+
|
| 18 |
+
The exposition-only alias template `transpose-extents-t<InputExtents>`
|
| 19 |
+
gives the type of `transpose-extents(e)` for a given `extents` object
|
| 20 |
+
`e` of type `InputExtents`.
|
| 21 |
+
|
| 22 |
+
``` cpp
|
| 23 |
+
template<class IndexType, size_t InputExtent0, size_t InputExtent1>
|
| 24 |
+
constexpr extents<IndexType, InputExtent1, InputExtent0>
|
| 25 |
+
transpose-extents(const extents<IndexType, InputExtent0, InputExtent1>& in); // exposition only
|
| 26 |
+
```
|
| 27 |
+
|
| 28 |
+
*Returns:*
|
| 29 |
+
`extents<IndexType, InputExtent1, InputExtent0>(in.extent(1), in.extent(0))`
|
| 30 |
+
|
| 31 |
+
``` cpp
|
| 32 |
+
template<class InputExtents>
|
| 33 |
+
using transpose-extents-t =
|
| 34 |
+
decltype(transpose-extents(declval<InputExtents>())); // exposition only
|
| 35 |
+
```
|
| 36 |
+
|
| 37 |
+
#### Class template `layout_transpose` <a id="linalg.transp.layout.transpose">[[linalg.transp.layout.transpose]]</a>
|
| 38 |
+
|
| 39 |
+
`layout_transpose` is an `mdspan` layout mapping policy that swaps the
|
| 40 |
+
two indices, extents, and strides of any `mdspan` layout mapping policy.
|
| 41 |
+
|
| 42 |
+
``` cpp
|
| 43 |
+
namespace std::linalg {
|
| 44 |
+
template<class Layout>
|
| 45 |
+
class layout_transpose {
|
| 46 |
+
public:
|
| 47 |
+
using nested_layout_type = Layout;
|
| 48 |
+
|
| 49 |
+
template<class Extents>
|
| 50 |
+
struct mapping {
|
| 51 |
+
private:
|
| 52 |
+
using nested-mapping-type =
|
| 53 |
+
Layout::template mapping<transpose-extents-t<Extents>>; // exposition only
|
| 54 |
+
|
| 55 |
+
public:
|
| 56 |
+
using extents_type = Extents;
|
| 57 |
+
using index_type = extents_type::index_type;
|
| 58 |
+
using size_type = extents_type::size_type;
|
| 59 |
+
using rank_type = extents_type::rank_type;
|
| 60 |
+
using layout_type = layout_transpose;
|
| 61 |
+
|
| 62 |
+
constexpr explicit mapping(const nested-mapping-type&);
|
| 63 |
+
|
| 64 |
+
constexpr const extents_type& extents() const noexcept { return extents_; }
|
| 65 |
+
|
| 66 |
+
constexpr index_type required_span_size() const
|
| 67 |
+
{ return nested-mapping_.required_span_size(); }
|
| 68 |
+
|
| 69 |
+
template<class Index0, class Index1>
|
| 70 |
+
constexpr index_type operator()(Index0 ind0, Index1 ind1) const
|
| 71 |
+
{ return nested-mapping_(ind1, ind0); }
|
| 72 |
+
|
| 73 |
+
constexpr const nested-mapping-type& nested_mapping() const noexcept
|
| 74 |
+
{ return nested-mapping_; }
|
| 75 |
+
|
| 76 |
+
static constexpr bool is_always_unique() noexcept
|
| 77 |
+
{ return nested-mapping-type::is_always_unique(); }
|
| 78 |
+
static constexpr bool is_always_exhaustive() noexcept
|
| 79 |
+
{ return nested-mapping-type::is_always_exhaustive(); }
|
| 80 |
+
static constexpr bool is_always_strided() noexcept
|
| 81 |
+
{ return nested-mapping-type::is_always_strided(); }
|
| 82 |
+
|
| 83 |
+
constexpr bool is_unique() const { return nested-mapping_.is_unique(); }
|
| 84 |
+
constexpr bool is_exhaustive() const { return nested-mapping_.is_exhaustive(); }
|
| 85 |
+
constexpr bool is_strided() const { return nested-mapping_.is_strided(); }
|
| 86 |
+
|
| 87 |
+
constexpr index_type stride(size_t r) const;
|
| 88 |
+
|
| 89 |
+
template<class OtherExtents>
|
| 90 |
+
friend constexpr bool operator==(const mapping& x, const mapping<OtherExtents>& y);
|
| 91 |
+
|
| 92 |
+
private:
|
| 93 |
+
nested-mapping-type nested-mapping_; // exposition only
|
| 94 |
+
extents_type extents_; // exposition only
|
| 95 |
+
};
|
| 96 |
+
};
|
| 97 |
+
}
|
| 98 |
+
```
|
| 99 |
+
|
| 100 |
+
`Layout` shall meet the layout mapping policy requirements
|
| 101 |
+
[[mdspan.layout.policy.reqmts]].
|
| 102 |
+
|
| 103 |
+
*Mandates:*
|
| 104 |
+
|
| 105 |
+
- `Extents` is a specialization of `std::extents`, and
|
| 106 |
+
- `Extents::rank()` equals 2.
|
| 107 |
+
|
| 108 |
+
``` cpp
|
| 109 |
+
constexpr explicit mapping(const nested-mapping-type& map);
|
| 110 |
+
```
|
| 111 |
+
|
| 112 |
+
*Effects:*
|
| 113 |
+
|
| 114 |
+
- Initializes *nested-mapping\_* with `map`, and
|
| 115 |
+
- initializes *extents\_* with *`transpose-extents`*`(map.extents())`.
|
| 116 |
+
|
| 117 |
+
``` cpp
|
| 118 |
+
constexpr index_type stride(size_t r) const;
|
| 119 |
+
```
|
| 120 |
+
|
| 121 |
+
*Preconditions:*
|
| 122 |
+
|
| 123 |
+
- `is_strided()` is `true`, and
|
| 124 |
+
- `r < 2` is `true`.
|
| 125 |
+
|
| 126 |
+
*Returns:* *`nested-mapping_`*`.stride(r == 0 ? 1 : 0)`
|
| 127 |
+
|
| 128 |
+
``` cpp
|
| 129 |
+
template<class OtherExtents>
|
| 130 |
+
friend constexpr bool operator==(const mapping& x, const mapping<OtherExtents>& y);
|
| 131 |
+
```
|
| 132 |
+
|
| 133 |
+
*Constraints:* The expression
|
| 134 |
+
`x.`*`nested-mapping_`*` == y.`*`nested-mapping_`* is well-formed and
|
| 135 |
+
its result is convertible to `bool`.
|
| 136 |
+
|
| 137 |
+
*Returns:* `x.`*`nested-mapping_`*` == y.`*`nested-mapping_`*.
|
| 138 |
+
|
| 139 |
+
#### Function template `transposed` <a id="linalg.transp.transposed">[[linalg.transp.transposed]]</a>
|
| 140 |
+
|
| 141 |
+
The `transposed` function takes a rank-2 `mdspan` representing a matrix,
|
| 142 |
+
and returns a new `mdspan` representing the input matrix’s transpose.
|
| 143 |
+
The input matrix’s data are not modified, and the returned `mdspan`
|
| 144 |
+
accesses the input matrix’s data in place.
|
| 145 |
+
|
| 146 |
+
``` cpp
|
| 147 |
+
template<class ElementType, class Extents, class Layout, class Accessor>
|
| 148 |
+
constexpr auto transposed(mdspan<ElementType, Extents, Layout, Accessor> a);
|
| 149 |
+
```
|
| 150 |
+
|
| 151 |
+
*Mandates:* `Extents::rank() == 2` is `true`.
|
| 152 |
+
|
| 153 |
+
Let `ReturnExtents` be *`transpose-extents-t`*`<Extents>`. Let `R` be
|
| 154 |
+
`mdspan<ElementType, ReturnExtents, ReturnLayout, Accessor>`, where
|
| 155 |
+
`ReturnLayout` is:
|
| 156 |
+
|
| 157 |
+
- `layout_right` if `Layout` is `layout_left`;
|
| 158 |
+
- otherwise, `layout_left` if `Layout` is `layout_right`;
|
| 159 |
+
- otherwise, `layout_right_padded<PaddingValue>` if `Layout` is
|
| 160 |
+
`layout_left_padded<PaddingValue>` for some `size_t` value
|
| 161 |
+
`PaddingValue`;
|
| 162 |
+
- otherwise, `layout_left_padded<PaddingValue>` if `Layout` is
|
| 163 |
+
`layout_right_padded<PaddingValue>` for some `size_t` value
|
| 164 |
+
`PaddingValue`;
|
| 165 |
+
- otherwise, `layout_stride` if `Layout` is `layout_stride`;
|
| 166 |
+
- otherwise,
|
| 167 |
+
`layout_blas_packed<OppositeTriangle, OppositeStorageOrder>`, if
|
| 168 |
+
`Layout` is `layout_blas_packed<Triangle, StorageOrder>` for some
|
| 169 |
+
`Triangle` and `StorageOrder`, where
|
| 170 |
+
- `OppositeTriangle` is
|
| 171 |
+
``` cpp
|
| 172 |
+
conditional_t<is_same_v<Triangle, upper_triangle_t>,
|
| 173 |
+
lower_triangle_t, upper_triangle_t>
|
| 174 |
+
```
|
| 175 |
+
|
| 176 |
+
and
|
| 177 |
+
- `OppositeStorageOrder` is
|
| 178 |
+
``` cpp
|
| 179 |
+
conditional_t<is_same_v<StorageOrder, column_major_t>, row_major_t, column_major_t>
|
| 180 |
+
```
|
| 181 |
+
- otherwise, `NestedLayout` if `Layout` is
|
| 182 |
+
`layout_transpose<NestedLayout>` for some `NestedLayout`;
|
| 183 |
+
- otherwise, `layout_transpose<Layout>`.
|
| 184 |
+
|
| 185 |
+
*Returns:* With `ReturnMapping` being the type
|
| 186 |
+
`typename ReturnLayout::template mapping<ReturnExtents>`:
|
| 187 |
+
|
| 188 |
+
- if `Layout` is `layout_left`, `layout_right`, or a specialization of
|
| 189 |
+
`layout_blas_packed`,
|
| 190 |
+
``` cpp
|
| 191 |
+
R(a.data_handle(), ReturnMapping(transpose-extents(a.mapping().extents())),
|
| 192 |
+
a.accessor())
|
| 193 |
+
```
|
| 194 |
+
- otherwise,
|
| 195 |
+
``` cpp
|
| 196 |
+
R(a.data_handle(), ReturnMapping(transpose-extents(a.mapping().extents()),
|
| 197 |
+
a.mapping().stride(1)), a.accessor())
|
| 198 |
+
```
|
| 199 |
+
|
| 200 |
+
if `Layout` is `layout_left_padded<PaddingValue>` for some `size_t`
|
| 201 |
+
value `PaddingValue`;
|
| 202 |
+
- otherwise,
|
| 203 |
+
``` cpp
|
| 204 |
+
R(a.data_handle(), ReturnMapping(transpose-extents(a.mapping().extents()),
|
| 205 |
+
a.mapping().stride(0)), a.accessor())
|
| 206 |
+
```
|
| 207 |
+
|
| 208 |
+
if `Layout` is `layout_right_padded<PaddingValue>` for some `size_t`
|
| 209 |
+
value `PaddingValue`;
|
| 210 |
+
- otherwise, if `Layout` is `layout_stride`,
|
| 211 |
+
``` cpp
|
| 212 |
+
R(a.data_handle(), ReturnMapping(transpose-extents(a.mapping().extents()),
|
| 213 |
+
array{a.mapping().stride(1), a.mapping().stride(0)}), a.accessor())
|
| 214 |
+
```
|
| 215 |
+
- otherwise, if `Layout` is a specialization of `layout_transpose`,
|
| 216 |
+
``` cpp
|
| 217 |
+
R(a.data_handle(), a.mapping().nested_mapping(), a.accessor())
|
| 218 |
+
```
|
| 219 |
+
- otherwise,
|
| 220 |
+
``` cpp
|
| 221 |
+
R(a.data_handle(), ReturnMapping(a.mapping()), a.accessor())
|
| 222 |
+
```
|
| 223 |
+
|
| 224 |
+
[*Example 1*:
|
| 225 |
+
|
| 226 |
+
``` cpp
|
| 227 |
+
void test_transposed(mdspan<double, extents<size_t, 3, 4>> a) {
|
| 228 |
+
const auto num_rows = a.extent(0);
|
| 229 |
+
const auto num_cols = a.extent(1);
|
| 230 |
+
|
| 231 |
+
auto a_t = transposed(a);
|
| 232 |
+
assert(num_rows == a_t.extent(1));
|
| 233 |
+
assert(num_cols == a_t.extent(0));
|
| 234 |
+
assert(a.stride(0) == a_t.stride(1));
|
| 235 |
+
assert(a.stride(1) == a_t.stride(0));
|
| 236 |
+
|
| 237 |
+
for (size_t row = 0; row < num_rows; ++row) {
|
| 238 |
+
for (size_t col = 0; col < num_rows; ++col) {
|
| 239 |
+
assert(a[row, col] == a_t[col, row]);
|
| 240 |
+
}
|
| 241 |
+
}
|
| 242 |
+
|
| 243 |
+
auto a_t_t = transposed(a_t);
|
| 244 |
+
assert(num_rows == a_t_t.extent(0));
|
| 245 |
+
assert(num_cols == a_t_t.extent(1));
|
| 246 |
+
assert(a.stride(0) == a_t_t.stride(0));
|
| 247 |
+
assert(a.stride(1) == a_t_t.stride(1));
|
| 248 |
+
|
| 249 |
+
for (size_t row = 0; row < num_rows; ++row) {
|
| 250 |
+
for (size_t col = 0; col < num_rows; ++col) {
|
| 251 |
+
assert(a[row, col] == a_t_t[row, col]);
|
| 252 |
+
}
|
| 253 |
+
}
|
| 254 |
+
}
|
| 255 |
+
```
|
| 256 |
+
|
| 257 |
+
— *end example*]
|
| 258 |
+
|