CUTLASS
CUDA Templates for Linear Algebra Subroutines and Solvers
host_reorder.h
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25 
30 #pragma once
31 
32 #include "cutlass/coord.h"
34 #include "cutlass/tensor_view.h"
37 
38 namespace cutlass {
39 
40 template <int Interleaved, typename Element, typename Layout>
43  cutlass::gemm::GemmCoord problem_size) {
44  const int InstructionShapeCol = 8;
45  // 4 threads per Quad
46  const int ElementsPerThread = InstructionShapeCol / 4;
47  // 4 threads per Quad
48  const int ReorderedElementsPerThread =
49  Interleaved / 4;
50 
51  for (int n = 0; n < problem_size.n(); n++) {
52  for (int k = 0; k < problem_size.k(); k++) {
53  dest.at({k, (n / Interleaved) * Interleaved +
54  ((n % ReorderedElementsPerThread) / ElementsPerThread) *
55  InstructionShapeCol +
56  ((n % Interleaved) / ReorderedElementsPerThread) *
57  ElementsPerThread +
58  (n % ElementsPerThread)}) = src.at({k, n});
59  }
60  }
61 }
62 
63 } // namespace cutlass
Definition: aligned_buffer.h:35
void reorder_column(TensorRef< Element, Layout > dest, TensorRef< Element, Layout > src, cutlass::gemm::GemmCoord problem_size)
Definition: host_reorder.h:41
A Coord is a coordinate of arbitrary rank into a tensor or matrix.
Definition: include/cutlass/gemm/gemm.h:94
CUTLASS_HOST_DEVICE Index const & n() const
Returns the GEMM N coordinate.
Definition: include/cutlass/gemm/gemm.h:137
Defines a structure containing strides and a pointer to tensor data.
CUTLASS_HOST_DEVICE Index const & k() const
Returns the GEMM K coordinate.
Definition: include/cutlass/gemm/gemm.h:145
CUTLASS_HOST_DEVICE Reference at(TensorCoord const &coord) const
Returns a reference to the element at a given Coord.
Definition: tensor_ref.h:307
HostTensor contributes management for both host and device memory.
Reference implementation for GEMM in host-side code.