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Kokkos::MDRangePolicy

Damien L-G edited this page Feb 7, 2022 · 7 revisions

Kokkos::MDRangePolicy

Header File: Kokkos_Core.hpp

Usage:

Kokkos::MDRangePolicy<>(begin, end)
Kokkos::MDRangePolicy<>(Space, begin, end)
Kokkos::MDRangePolicy<ARGS>(begin, end, tiling)
Kokkos::MDRangePolicy<ARGS>(Space, begin, end, tiling)

MDRangePolicy defines an execution policy for a multi dimensional iteration space starting at a begin tuple and going to end with an open interval. The iteration space will be tiled, and the user can optionally provide tiling sizes.

Interface

template<class ... Args>
class Kokkos::MDRangePolicy;

Parameters:

Common Arguments for all Execution Policies

  • Execution Policies generally accept compile time arguments via template parameters and runtime parameters via constructor arguments or setter functions.
  • Template arguments can be given in arbitrary order.
Argument Options Purpose
ExecutionSpace Serial, OpenMP, Threads, Cuda, HIP, SYCL, HPX Specify the Execution Space to execute the kernel in. Defaults to Kokkos::DefaultExecutionSpace.
Schedule Schedule<Dynamic>, Schedule<Static> Specify scheduling policy for work items. Dynamic scheduling is implemented through a work stealing queue. Default is machine and backend specific.
IndexType IndexType<int> Specify integer type to be used for traversing the iteration space. Defaults to int64_t.
LaunchBounds LaunchBounds<MaxThreads, MinBlocks> Specifies hints to to the compiler about CUDA/HIP launch bounds.
WorkTag SomeClass Specify the work tag type used to call the functor operator. Any arbitrary type defaults to void.

Arguments Specific to MDRangePolicy

  • template<int N, Iterate outer, Iterate inner>
    class Rank;
    Determines the rank of the index space as well as in which order to iterate over the tiles and how to iterate within the tiles. outer and inner can be Kokkos::Iterate::Default, Kokkos::Iterate::Left, or Kokkos::Iterate::Right.

Requirements:

Public Class Members

Constructors

  • MDRangePolicy()

    Default Constructor uninitialized policy.

  •  MDRangePolicy(const Kokkos::Array<int64_t,rank>& begin, const Kokkos::Array<int64_t,rank>& end)

    Provide a start and end index.

  •  MDRangePolicy(const Kokkos::Array<int64_t,rank>& begin, const Kokkos::Array<int64_t,rank>& end,  const Kokkos::Array<int64_t,rank>& tiling)

    Provide a start and end index as well as the tiling dimensions.

  •  template<class OT, class IT, class TT>
     MDRangePolicy(const std::initializer_list<OT>& begin, const std::initializer_list<IT>& end)

    Provide a start and end index. The length of the lists must match the rank of the policy.

  •  template<class OT, class IT, class TT>
     MDRangePolicy(const std::initializer_list<OT>& begin, const std::initializer_list<IT>& end,  std::initializer_list<TT>& tiling)

    Provide a start and end index as well as the tiling dimensions. The length of the lists must match the rank of the policy.

Examples

  MDRangePolicy<Rank<3>> policy_1({0,0,0},{N0,N1,N2});
  MDRangePolicy<Cuda,Rank<3,Iterate::Right,Iterate::Left>> policy_2({5,5,5},{N0-5,N1-5,N2-5},{T0,T1,T2});
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