CUTLASS
CUDA Templates for Linear Algebra Subroutines and Solvers
default_epilogue_complex_tensor_op.h
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33 #pragma once
34 
35 #include "cutlass/cutlass.h"
36 #include "cutlass/numeric_types.h"
37 #include "cutlass/array.h"
38 
39 #include "cutlass/gemm/gemm.h"
40 
44 
46 
52 
54 
56 
57 namespace cutlass {
58 namespace epilogue {
59 namespace threadblock {
60 
62 
64 template <
65  typename Shape_,
66  typename WarpMmaTensorOp_,
67  int PartitionsK,
68  typename OutputOp_,
69  int ElementsPerAccess
70 >
72 
73  using Shape = Shape_;
74  using WarpMmaTensorOp = WarpMmaTensorOp_;
75  static int const kPartitionsK = PartitionsK;
76  using OutputOp = OutputOp_;
77  static int const kElementsPerAccess = ElementsPerAccess;
78 
79  using ElementOutput = typename OutputOp::ElementOutput;
80  using LayoutC = typename WarpMmaTensorOp::LayoutC;
81  using ElementAccumulator = typename WarpMmaTensorOp::ElementC;
82 
83  //
84  // Thread map
85  //
86 
88  Shape,
89  typename WarpMmaTensorOp::Shape,
92  kElementsPerAccess
93  >::Type;
94 
97  ElementOutput
98  >;
99 
101  typename WarpMmaTensorOp::Shape,
102  typename WarpMmaTensorOp::Policy::Operator::Shape,
103  typename WarpMmaTensorOp::Policy::Operator::ElementC,
104  typename WarpMmaTensorOp::Policy::Operator::FragmentC,
105  LayoutC
106  >;
107 
109  typename WarpMmaTensorOp::Shape,
110  typename WarpMmaTensorOp::Policy::Operator::Shape,
112  LayoutC
113  >;
114 
116  typename OutputTileThreadMap::CompactedThreadMap,
117  ElementAccumulator
118  >;
119 
122 
123  //
124  // Define the epilogue
125  //
127  Shape,
129  kPartitionsK,
134  OutputOp,
135  Padding
136  >;
137 };
138 
140 
141 } // namespace threadblock
142 } // namespace epilogue
143 } // namespace cutlass
144 
Describes the size of a matrix tile.
Definition: matrix_shape.h:42
Templates implementing loading of tiles from pitch-linear rank=2 tensors.
typename OutputOp::ElementOutput ElementOutput
Definition: default_epilogue_complex_tensor_op.h:79
Definition: aligned_buffer.h:35
static int const kPartitionsK
Definition: default_epilogue_complex_tensor_op.h:75
typename WarpMmaTensorOp::LayoutC LayoutC
Definition: default_epilogue_complex_tensor_op.h:80
typename cutlass::epilogue::threadblock::DefaultThreadMapTensorOp< Shape, typename WarpMmaTensorOp::Shape, kPartitionsK, ElementOutput, kElementsPerAccess >::Type OutputTileThreadMap
Definition: default_epilogue_complex_tensor_op.h:93
Epilogue for threadblock scoped GEMMs using Tensor Ops.
cutlass::epilogue::warp::TileIteratorTensorOp< typename WarpMmaTensorOp::Shape, typename WarpMmaTensorOp::Policy::Operator::Shape, ElementAccumulator, LayoutC > WarpTileIterator
Definition: default_epilogue_complex_tensor_op.h:113
Defines common types used for all GEMM-like operators.
static int const kElementsPerAccess
Definition: default_epilogue_complex_tensor_op.h:77
Functor performing conversion operations used by epilogues.
This defines a "fragment" iterator for visiting the fragments of an accumulator tile that participate...
cutlass::epilogue::threadblock::SharedLoadIterator< typename OutputTileThreadMap::CompactedThreadMap, ElementAccumulator > SharedLoadIterator
Definition: default_epilogue_complex_tensor_op.h:118
Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe ...
Functor performing linear combination operations used by epilogues.
Defines sensible defaults for epilogues for TensorOps.
Definition: default_epilogue_complex_tensor_op.h:71
Shape_ Shape
Definition: default_epilogue_complex_tensor_op.h:73
WarpMmaTensorOp_ WarpMmaTensorOp
Definition: default_epilogue_complex_tensor_op.h:74
Definition: fragment_iterator_complex_tensor_op.h:61
cutlass::epilogue::warp::FragmentIteratorComplexTensorOp< typename WarpMmaTensorOp::Shape, typename WarpMmaTensorOp::Policy::Operator::Shape, typename WarpMmaTensorOp::Policy::Operator::ElementC, typename WarpMmaTensorOp::Policy::Operator::FragmentC, LayoutC > AccumulatorFragmentIterator
Definition: default_epilogue_complex_tensor_op.h:106
Defines the optimal thread map for TensorOp accumulator layouts.
Definition: default_thread_map_tensor_op.h:52
Top-level include for all CUTLASS numeric types.
Template for reading and writing tiles of accumulators to shared memory.
Definition: tile_iterator_tensor_op.h:52
cutlass::epilogue::threadblock::PredicatedTileIterator< OutputTileThreadMap, ElementOutput > OutputTileIterator
Definition: default_epilogue_complex_tensor_op.h:98
Epilogue for threadblock scoped GEMMs using Tensor Ops.
Epilogue operator without splitk.
Definition: epilogue.h:74
Epilogue for threadblock scoped GEMMs using Tensor Ops.
Definition: epilogue/threadblock/predicated_tile_iterator.h:65
typename WarpMmaTensorOp::ElementC ElementAccumulator
Definition: default_epilogue_complex_tensor_op.h:81
OutputOp_ OutputOp
Definition: default_epilogue_complex_tensor_op.h:76
Definition: shared_load_iterator.h:61
Functor performing reduction operations used by epilogues.
Basic include for CUTLASS.