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CUTLASS: cutlass::Tensor4DCoord Struct Reference

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cutlass::Tensor4DCoord Struct Reference

Defines a canonical 4D coordinate used by tensor operations.

#include <tensor_coord.h>

Inheritance diagram for cutlass::Tensor4DCoord:

![Inheritance graph](structcutlass_1_1Tensor4DCoord inherit graph.png) [legend]

Collaboration diagram for cutlass::Tensor4DCoord:

![Collaboration graph](structcutlass_1_1Tensor4DCoord coll graph.png) [legend]

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Public Types

| | using | Base = Coord< 4 > | | | Base class. More...
| | | | using | Index = typename Base::Index | | | Index type. More...
| | | | using | LongIndex = typename Base::LongIndex | | | LongIndex type. More...
| | | | Public Types inherited from cutlass::Coord< 4 > | | using | Index = int | | | Index type used to store elements. More...
| | | | using | LongIndex = int64_t | | | Type used to represent linear offsets. More...
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Public Member Functions

| | CUTLASS_HOST_DEVICE | Tensor4DCoord () | | | Default ctor. More...
| | | | CUTLASS_HOST_DEVICE | Tensor4DCoord (Coord< 4 > const &coord) | | | Constructs from Coord<4>More...
| | | | CUTLASS_HOST_DEVICE | Tensor4DCoord (Index n, Index h, Index w, Index c) | | | Helper to construct from N, H, W, and C. More...
| | | | CUTLASS_HOST_DEVICE Index const & | n () const | | | Returns the batch of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index & | n () | | | Returns the batch of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index const & | h () const | | | Returns the row of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index & | h () | | | Returns the row of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index const & | w () const | | | Returns the column of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index & | w () | | | Returns the column of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index const & | c () const | | | Returns the channel of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Index & | c () | | | Returns the channel of the coordinate. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord | operator+ (Base const &b) const | | | Element-wise addition. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord | operator- (Base const &b) const | | | Element-wise subtraction. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord | operator* (Base const &b) const | | | Element-wise multiplication. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord | operator/ (Base const &b) const | | | Element-wise division. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord & | operator+= (Base const &b) | | | In-place addition. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord & | operator-= (Base const &b) | | | In-place subtraction. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord & | operator*= (Base const &b) | | | In-place multiplication. More...
| | | | CUTLASS_HOST_DEVICE Tensor4DCoord & | operator/= (Base const &b) | | | In-place division. More...
| | | | Public Member Functions inherited from cutlass::Coord< 4 > | | CUTLASS_HOST_DEVICE | Coord (Index value=Index(0)) | | | Default ctor initializes uniformly. More...
| | | | CUTLASS_HOST_DEVICE | Coord (Index const (&_idx)[kRank]) | | | Constructs from an array of integers. More...
| | | | CUTLASS_HOST_DEVICE | Coord (Coord< kRank, Index, LongIndex > const &coord) | | | Copy constructor. More...
| | | | CUTLASS_HOST_DEVICE Coord< Slice > | slice (int start=0, Index identity=0) const | | | | CUTLASS_HOST_DEVICE int | min_dim_index () const | | | Returns the index of the dimension with least value. More...
| | | | CUTLASS_HOST_DEVICE int | max_dim_index () const | | | Returns the index of the dimension with greatest value. More...
| | | | CUTLASS_HOST_DEVICE | operator bool () const | | | Returns true if Coord is non-zero. More...
| | | | CUTLASS_HOST_DEVICE bool | operator! () const | | | Returns true if Coord is uniformly zero. More...
| | | | CUTLASS_HOST_DEVICE Coord | operator+ (Coord const &b) const | | | Element-wise addition. More...
| | | | CUTLASS_HOST_DEVICE Coord | operator- (Coord const &b) const | | | Element-wise subtraction. More...
| | | | CUTLASS_HOST_DEVICE Coord | operator* (Coord const &b) const | | | Element-wise multiplication. More...
| | | | CUTLASS_HOST_DEVICE Coord | operator/ (Coord const &b) const | | | Element-wise division. More...
| | | | CUTLASS_HOST_DEVICE Coord & | operator+= (Coord const &b) | | | In-place addition. More...
| | | | CUTLASS_HOST_DEVICE Coord & | operator-= (Coord const &b) | | | In-place subtraction. More...
| | | | CUTLASS_HOST_DEVICE Coord & | operator*= (Coord const &b) | | | In-place multiplication. More...
| | | | CUTLASS_HOST_DEVICE Coord & | operator/= (Coord const &b) | | | In-place division. More...
| | | | CUTLASS_HOST_DEVICE Index & | operator[] (int dim) | | | Member access operator. More...
| | | | CUTLASS_HOST_DEVICE Index const & | operator[] (int dim) const | | | Member access operator. More...
| | | | CUTLASS_HOST_DEVICE LongIndex | dot (Coord const &b, LongIndex sum=LongIndex(0)) const | | | Computes the dot product with anotherCoord object. More...
| | | | CUTLASS_HOST_DEVICE Index & | at () | | | Gets the index of a given Coord element. More...
| | | | CUTLASS_HOST_DEVICE Index & | at (int dim) | | | Access via index; may limit unrolling potential. More...
| | | | CUTLASS_HOST_DEVICE Index const & | at () const | | | Gets the index of a given Coord element. More...
| | | | CUTLASS_HOST_DEVICE Index const & | at (int dim) const | | | Access via index; may limit unrolling potential. More...
| | | | CUTLASS_HOST_DEVICE bool | operator== (Coord const &b) const | | | Determines if two Coord<> objects are equal. More...
| | | | CUTLASS_HOST_DEVICE bool | operator!= (Coord const &b) const | | | Not equal. More...
| | | | CUTLASS_HOST_DEVICE Coord & | clamp (Coord const &max, Coord const &min=Coord()) | | | Clamps a coordinate to a range specified by maximum and minimum values. More...
| | | | CUTLASS_HOST_DEVICE Index | sum () const | | | Returns the sum of all elements. More...
| | | | CUTLASS_HOST_DEVICE LongIndex | product () const | | | Returns the product of all elements. More...
| | | | CUTLASS_HOST_DEVICE bool | operator< (Coord const &b) const | | | Less than operator. More...
| | | | CUTLASS_HOST_DEVICE bool | operator<= (Coord const &b) const | | | Less than or equals operator. More...
| | | | CUTLASS_HOST_DEVICE bool | operator> (Coord const &b) const | | | Greater than operator. More...
| | | | CUTLASS_HOST_DEVICE bool | operator>= (Coord const &b) const | | | Greater than or equals operator. More...
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Static Public Attributes

| | static int const | kN = 0 | | | Batch dimension. More...
| | | | static int const | kH = 1 | | | Height dimension. More...
| | | | static int const | kW = 2 | | | Width dimension. More...
| | | | static int const | kC = 3 | | | Channels dimension. More...
| | | | Static Public Attributes inherited from cutlass::Coord< 4 > | | static int const | kRank | | | Number of elements in Coord. More...
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Member Typedef Documentation

| using cutlass::Tensor4DCoord::Base = Coord<4> |

| using cutlass::Tensor4DCoord::Index = typename Base::Index |

| using cutlass::Tensor4DCoord::LongIndex = typename Base::LongIndex |

Constructor & Destructor Documentation

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| CUTLASS_HOST_DEVICE cutlass::Tensor4DCoord::Tensor4DCoord | ( | | ) | |

| inline |

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| CUTLASS_HOST_DEVICE cutlass::Tensor4DCoord::Tensor4DCoord | ( | Coord< 4 > const & | coord | ) | |

| inline |

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| CUTLASS_HOST_DEVICE cutlass::Tensor4DCoord::Tensor4DCoord | ( | Index | n, | | | | Index | h, | | | | Index | w, | | | | Index | c | | | ) | | |

| inline |

Member Function Documentation

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| CUTLASS_HOST_DEVICE Index const& cutlass::Tensor4DCoord::c | ( | | ) | const |

| inline |

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| CUTLASS_HOST_DEVICE Index& cutlass::Tensor4DCoord::c | ( | | ) | |

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| CUTLASS_HOST_DEVICE Index const& cutlass::Tensor4DCoord::h | ( | | ) | const |

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| CUTLASS_HOST_DEVICE Index& cutlass::Tensor4DCoord::h | ( | | ) | |

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| CUTLASS_HOST_DEVICE Index const& cutlass::Tensor4DCoord::n | ( | | ) | const |

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| CUTLASS_HOST_DEVICE Index& cutlass::Tensor4DCoord::n | ( | | ) | |

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| CUTLASS_HOST_DEVICE Tensor4DCoord cutlass::Tensor4DCoord::operator* | ( | Base const & | b | ) | const |

| inline |

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| CUTLASS_HOST_DEVICE Tensor4DCoord& cutlass::Tensor4DCoord::operator*= | ( | Base const & | b | ) | |

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| CUTLASS_HOST_DEVICE Tensor4DCoord cutlass::Tensor4DCoord::operator+ | ( | Base const & | b | ) | const |

| inline |

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| CUTLASS_HOST_DEVICE Tensor4DCoord& cutlass::Tensor4DCoord::operator+= | ( | Base const & | b | ) | |

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| CUTLASS_HOST_DEVICE Tensor4DCoord cutlass::Tensor4DCoord::operator- | ( | Base const & | b | ) | const |

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| CUTLASS_HOST_DEVICE Tensor4DCoord& cutlass::Tensor4DCoord::operator-= | ( | Base const & | b | ) | |

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| CUTLASS_HOST_DEVICE Tensor4DCoord cutlass::Tensor4DCoord::operator/ | ( | Base const & | b | ) | const |

| inline |

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| CUTLASS_HOST_DEVICE Tensor4DCoord& cutlass::Tensor4DCoord::operator/= | ( | Base const & | b | ) | |

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| CUTLASS_HOST_DEVICE Index const& cutlass::Tensor4DCoord::w | ( | | ) | const |

| inline |

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| CUTLASS_HOST_DEVICE Index& cutlass::Tensor4DCoord::w | ( | | ) | |

| inline |

Member Data Documentation

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| int const cutlass::Tensor4DCoord::kC = 3 |

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| int const cutlass::Tensor4DCoord::kH = 1 |

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| int const cutlass::Tensor4DCoord::kN = 0 |

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| int const cutlass::Tensor4DCoord::kW = 2 |

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The documentation for this struct was generated from the following file:


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