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Programming Guide - Kokkos documentation

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• Get Started

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  • Quick Start
  • Requirements
  • Integrating Kokkos into Your Project
  • Building From Source
  • CMake Keywords
  • Package Managers
• Programming Guide

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  • 1. Introduction
  • 2. Machine Model
  • 3. Programming Model
  • 4. Compiling
  • 5. Initialization
  • 6. View: Multidimensional array
  • 7. Parallel dispatch
  • 8. Hierarchical Parallelism
  • 9. Custom Reductions

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    • 9.1. Built-In-Reducers
    • 9.2. Built-In Reducers with Custom Scalar Types
    • 9.3. Custom Reducers
  • 10. Atomic Operations
  • 11. Subviews
  • 12. Backwards & Future Compatibility
  • 13. Interoperability and Legacy Codes
  • 14. Kokkos and Virtual Functions
  • 15. SIMD Types
  • 16. Graphs
• API References

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  • Core API

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    • Initialize and Finalize

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      • initialize
      • finalize
      • ScopeGuard
      • InitializationSettings
      • InitArguments
      • push_finalize_hook
    • View and related

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      • create_mirror[_view]
      • deep_copy
      • LayoutLeft
      • LayoutRight
      • LayoutStride
      • MemoryTraits
      • realloc
      • resize
      • subview
      • Kokkos::Subview
      • View
      • view_alloc
      • View-like Types
    • Parallel Execution/Dispatch

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      • parallel_for
      • parallel_reduce
      • parallel_scan
      • fence
      • ParallelForTag
      • ParallelReduceTag
      • ParallelScanTag
    • Built-in Reducers

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      • ReducerConcept
      • BAnd
      • BOr
      • LAnd
      • LOr
      • Max
      • MaxLoc
      • Min
      • MinLoc
      • MinMax
      • MinMaxLoc
      • Prod
      • Sum
      • Reduction Scalar Types

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        • MinMaxLocScalar
        • MinMaxScalar
        • ValLocScalar
      • reduction_identity
    • Execution Policies

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      • ExecutionPolicy
      • MDRangePolicy
      • NestedPolicies
      • RangePolicy
      • TeamHandleConcept
      • TeamPolicy
      • TeamThreadMDRange
      • TeamThreadRange
      • TeamVectorMDRange
      • TeamVectorRange
      • ThreadVectorMDRange
      • ThreadVectorRange
    • Spaces

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      • Execution Spaces
      • partition_space
      • Memory Spaces
      • Space Accessibility
    • Task-Parallelism
    • Multi-GPU Support
    • Atomics

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      • atomic_load
      • atomic_store
      • atomic_exchange
      • atomic_compare_exchange
      • atomic_compare_exchange_strong
      • atomic_assign
      • atomic_fetch_[op]
      • atomic_[op]
      • atomic_[op]_fetch
    • Numerics

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      • Mathematical constants
      • Common math functions
      • Numeric traits
      • Bit manipulation
      • Complex number arithmetic
    • C-style memory management

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      • kokkos_malloc
      • kokkos_realloc
      • kokkos_free
    • Traits
    • Kokkos Concepts
    • STL Compatibility Issues

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      • Array
      • Kokkos::pair
    • Utilities

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      • Kokkos::abort
      • Kokkos::ALL
      • KOKKOS_ASSERT
      • Minimum/maximum operations
      • Kokkos::printf
      • Kokkos::kokkos_swap
      • Kokkos::Timer
      • Kokkos::device_id
      • Kokkos::num_devices
      • Kokkos::num_threads
      • Kokkos::Experimental
    • Detection Idiom
    • Macros

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      • Function Annotation Macros
    • Profiling

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      • Profiling::ScopedRegion
      • Profiling::ProfilingSection
    • Half precision types
  • Algorithms API

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    • Random-Number
    • Generator
    • Sort
    • Sorting with nested policies (team- and thread-level)
    • Std Algorithms

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      • Iterators
      • Minimum/maximum

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        • min_element
        • max_element
        • minmax_element
      • Modifying Sequence

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        • copy
        • copy_if
        • copy_n
        • copy_backward
        • move
        • move_backward
        • fill
        • fill_n
        • transform
        • generate
        • generate_n
        • remove
        • remove_if
        • remove_copy
        • remove_copy_if
        • replace
        • replace_if
        • replace_copy
        • replace_copy_if
        • swap_ranges
        • reverse
        • reverse_copy
        • rotate
        • rotate_copy
        • shift_left
        • shift_right
        • unique
        • unique_copy
      • Non-modifying Sequence

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        • adjacent_find
        • count
        • count_if
        • equal
        • all_of
        • any_of
        • none_of
        • find
        • find_if
        • find_if_not
        • find_end
        • find_first_of
        • for_each
        • for_each_n
        • lexicographical_compare
        • mismatch
        • search
        • search_n
      • Numeric

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        • adjacent_difference
        • reduce
        • exclusive_scan
        • inclusive_scan
        • transform_reduce
        • transform_exclusive_scan
        • transform_inclusive_scan
      • Partitioning

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        • is_partitioned
        • partition_point
        • partition_copy
      • Sorting

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        • is_sorted
        • is_sorted_until
  • Containers API

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    • Bitset
    • ConstBitset
    • DualView
    • DynamicView
    • DynRankView
    • OffsetView
    • ScatterView
    • StaticCrsGraph [DEPRECATED]
    • UnorderedMap
    • vector [DEPRECATED]
  • SIMD API

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    • Experimental::simd
    • Experimental::simd_mask
    • Experimental::where_expression
  • API in Alphabetical Order
  • Deprecations
• Tutorials and Examples

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  • Tutorials
  • Video lectures and slides

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    • 1. Intro, Build, Parallel dispatch
    • 2. Views and Spaces
    • 3. Multidim loops and Data Structures
    • 4. Hierarchical Parallelism
    • 5. SIMD, Streams, Tasking
    • 6. Fortran/Python interop, MPI, PGAS
    • 7. Kokkos Tools
    • 8. Kokkos Kernels Math Library
  • Use Cases and Examples

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    • MPI Halo Exchange
    • ScatterView averaging elements to nodes
    • MDRangePolicy Use Case
    • Tagged Operators
    • Overlapping Host and Device work
    • Kokkos Tasking Use Case
    • Fortran Interop Use Case
    • Array of Structures and Structure of Arrays with Cabana
    • Moving code from requiring Kokkos_ENABLE_CUDA_UVM to using SharedSpace
• Contributing

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  • Documentation Templates

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    • Class API Template
  • Developer Guides

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    • PRs and Reviews
  • Kokkos Planning and Testing

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    • Kokkos Project Planning
    • Requirements, Issues and Feedback
    • Attachments
    • Kokkos Testing Processes and Change Process
    • Kokkos Testing Workflow Components
• GitHub Repo
• Known issues
• FAQ
• Citing Kokkos
• License

Toggle table of contents sidebar

• 1. Introduction
• 2. Machine Model
• 3. Programming Model
• 4. Compiling
• 5. Initialization
• 6. View: Multidimensional array
• 7. Parallel dispatch
• 8. Hierarchical Parallelism
• 9. Custom Reductions
• 10. Atomic Operations
• 11. Subviews
• 12. Backwards & Future Compatibility
• 13. Interoperability and Legacy Codes
• 14. Kokkos and Virtual Functions
• 15. SIMD Types
• 16. Graphs

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