CUTLASS
CUDA Templates for Linear Algebra Subroutines and Solvers
default_epilogue_simt.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 
50 
54 
56 
57 namespace cutlass {
58 namespace epilogue {
59 namespace threadblock {
60 
62 
64 template <
65  typename Shape_,
66  typename WarpMmaSimt_,
67  typename OutputOp_,
68  int ElementsPerAccess
69 >
71 
72  using Shape = Shape_;
73  using WarpMmaSimt = WarpMmaSimt_;
74  using OutputOp = OutputOp_;
75  static int const kElementsPerAccess = ElementsPerAccess;
76  static const int kPartitionsK = Shape::kK / WarpMmaSimt::Shape::kK;
77 
78  using ElementOutput = typename OutputOp::ElementOutput;
79  using LayoutC = typename WarpMmaSimt::LayoutC;
80  using ElementAccumulator = typename WarpMmaSimt::ElementC;
81 
82  //
83  // Thread map
84  //
85 
87  Shape,
88  typename WarpMmaSimt::Shape,
89  typename WarpMmaSimt::Policy,
92  kElementsPerAccess
93  >::Type;
94 
97  ElementOutput
98  >;
99 
101  typename WarpMmaSimt::Shape,
102  typename WarpMmaSimt::ThreadMma,
104  typename WarpMmaSimt::Policy
105  >;
106 
108  typename WarpMmaSimt::Shape,
109  typename WarpMmaSimt::ThreadMma,
111  layout::RowMajor,
112  typename WarpMmaSimt::Policy
113  >;
114 
116  typename OutputTileThreadMap::CompactedThreadMap,
117  ElementAccumulator
118  >;
119 
121  using Padding = typename WarpTileIterator::Padding;
122 
123  //
124  // Define the epilogue
125  //
127  Shape,
128  WarpMmaSimt,
129  kPartitionsK,
134  OutputOp,
135  Padding
136  >;
137 };
138 
140 
141 } // namespace threadblock
142 } // namespace epilogue
143 } // namespace cutlass
144 
Templates implementing loading of tiles from pitch-linear rank=2 tensors.
Definition: aligned_buffer.h:35
Defines sensible defaults for epilogues for SimtOps.
Definition: default_epilogue_simt.h:70
static int const kElementsPerAccess
Definition: default_epilogue_simt.h:75
Epilogue for threadblock scoped GEMMs using Tensor Ops.
static const int kPartitionsK
Definition: default_epilogue_simt.h:76
Defines common types used for all GEMM-like operators.
Functor performing conversion operations used by epilogues.
cutlass::epilogue::threadblock::SharedLoadIterator< typename OutputTileThreadMap::CompactedThreadMap, ElementAccumulator > SharedLoadIterator
Definition: default_epilogue_simt.h:118
WarpMmaSimt_ WarpMmaSimt
Definition: default_epilogue_simt.h:73
Defines the optimal thread map for SIMT accumulator layouts.
Definition: default_thread_map_simt.h:52
Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe ...
OutputOp_ OutputOp
Definition: default_epilogue_simt.h:74
Functor performing linear combination operations used by epilogues.
cutlass::epilogue::warp::FragmentIteratorSimt< typename WarpMmaSimt::Shape, typename WarpMmaSimt::ThreadMma, layout::RowMajor, typename WarpMmaSimt::Policy > AccumulatorFragmentIterator
Definition: default_epilogue_simt.h:105
typename WarpMmaSimt::LayoutC LayoutC
Definition: default_epilogue_simt.h:79
Fragment iterator for SIMT accumulator arrangements.
Definition: fragment_iterator_simt.h:60
typename WarpMmaSimt::ElementC ElementAccumulator
Definition: default_epilogue_simt.h:80
Top-level include for all CUTLASS numeric types.
This defines a "fragment" iterator for visiting the fragments of an accumulator tile that participate...
Epilogue for threadblock scoped GEMMs using Tensor Ops.
typename WarpTileIterator::Padding Padding
Hard-coded padding elements added.
Definition: default_epilogue_simt.h:121
Shape_ Shape
Definition: default_epilogue_simt.h:72
Mapping function for row-major matrices.
Definition: layout/matrix.h:50
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 OutputOp::ElementOutput ElementOutput
Definition: default_epilogue_simt.h:78
cutlass::epilogue::warp::TileIteratorSimt< typename WarpMmaSimt::Shape, typename WarpMmaSimt::ThreadMma, ElementAccumulator, layout::RowMajor, typename WarpMmaSimt::Policy > WarpTileIterator
Definition: default_epilogue_simt.h:113
Definition: shared_load_iterator.h:61
cutlass::epilogue::threadblock::PredicatedTileIterator< OutputTileThreadMap, ElementOutput > OutputTileIterator
Definition: default_epilogue_simt.h:98
Functor performing reduction operations used by epilogues.
Basic include for CUTLASS.
Template for reading and writing tiles of accumulators to shared memory.
Definition: tile_iterator_simt.h:55
typename cutlass::epilogue::threadblock::DefaultThreadMapSimt< Shape, typename WarpMmaSimt::Shape, typename WarpMmaSimt::Policy, kPartitionsK, ElementOutput, kElementsPerAccess >::Type OutputTileThreadMap
Definition: default_epilogue_simt.h:93