RapidsMPF documentation

rapidsmpf provides a collection of multi-GPU, distributed memory algorithms.

Follow the RAPIDS installation guide to install rapidsmpf and the necessary dependencies.

Contents:

• Quickstart
  • Dask-cuDF Example
• Background
  • Architecture
    • Shuffle
    • Example: Shuffle a Table on a Column
  • Shuffle Statistics
• API Reference
  • Integrations
    • Generic
    • Dask
    • Single-process
    • Ray
    • cuDF
  • Shuffler
    • Shuffler
  • Communicator
    • COMMUNICATORS
    • Communicator
    • LOG_LEVEL
    • Logger
    • MPI Communicator
    • UCXX Communicator
  • Buffer
    • MemoryType
    • BufferResource
    • LimitAvailableMemory
    • PackedData
  • Config Options
    • Optional
    • OptionalBytes
    • Options
    • get_environment_variables()
  • Statistics
    • MemoryRecord
    • MemoryRecorder
    • Statistics
  • RMM Resource Adaptor
    • AllocType
    • RmmResourceAdaptor
    • ScopedMemoryRecord