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Video lectures and slides - 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
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    • View and related

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      • create_mirror[_view]
      • deep_copy
      • LayoutLeft
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      • MemoryTraits
      • realloc
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      • Kokkos::Subview
      • View
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    • Parallel Execution/Dispatch

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      • parallel_for
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      • ReducerConcept
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      • ExecutionPolicy
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      • Execution Spaces
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      • atomic_load
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      • Mathematical constants
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      • kokkos_malloc
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      • Array
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      • Kokkos::abort
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    • Detection Idiom
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      • Function Annotation Macros
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      • Profiling::ScopedRegion
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    • Half precision types
  • Algorithms API

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    • Random-Number
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        • min_element
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        • copy
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        • adjacent_find
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      • Numeric

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        • adjacent_difference
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        • is_partitioned
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        • is_sorted
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  • Containers API

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    • Bitset
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    • StaticCrsGraph [DEPRECATED]
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  • SIMD API

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    • Experimental::simd
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  • 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
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    • Class API Template
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    • Kokkos Project Planning
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• GitHub Repo
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• Citing Kokkos
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Module

Video lectures

Slides

Intro, Build, Parallel dispatch

Slides

1.1.

Introduction

1.2.

Concepts for Data Parallelism

1.3.

Data parallel patterns

1.4.

Building Applications with Kokkos

Views and Spaces

Slides

2.1.

Views

2.2.

Execution and Memory Spaces

2.3.

Managing memory access patterns for performance portability

2.4.

Advanced Reductions

Multidim loops and Data Structures

Slides

3.1.

Tightly Nested Loops with MDRangePolicy

3.2.

Subviews: Taking slices of Views

3.3.

Unmanaged Views: Dealing with external memory

3.4.

Thread safety and atomic operations

3.5.

ScatterView

3.6.

DualView

Hierarchical Parallelism

Slides

4.1.

Hierarchical parallelism

4.2.

Scratch memory

4.3.

Unique Token

SIMD, Streams, Tasking

Slides

5.1.

SIMD

5.2.

Asynchronicity and Streams

5.3.

Task parallelism

Fortran/Python interop, MPI, PGAS

Slides

6.1.

Fortran InterOp

6.2.

Python InterOp

6.3.

MPI - Kokkos Interoperability

6.4.

Kokkos Remote Spaces: Support for PGAS in Kokkos

Kokkos Tools

Slides

7.1.

Kokkos Tools

7.2.

Vendor and Independent Profiling GUIs

7.3.

Tuning

7.4.

Custom Tools

7.5.

Clang Based Static Analysis

Kokkos Kernels Math Library

Slides

8.1.

Kokkos Kernels: Library Based Approach for Performance Portable Sparse/Dense linear algebra and Graph Kernels

8.2.

BLAS and LAPACK

8.3.

Batched BLAS and LAPACK

8.4.

Sparse Linear Algebra

8.5.

Graph Kernels

8.6.

Sparse Solvers

8.7.

Sparse Solvers 2

8.8.

Building Applications with Kokkos Kernels

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