OUTDATED DOCUMENTATION

You are viewing archived documentation from the old Numba documentation site. The current documentation is located at https://numba.readthedocs.io.

Numba for AMD ROC GPUs

• Overview
  • Terminology
  • Requirements
  • Installation
• Writing HSA Kernels
  • Introduction
  • Introduction for CUDA Programmers
  • Kernel declaration
  • Kernel invocation
    • Choosing the workgroup size
    • Multi-dimensional workgroup and grid
  • WorkItem positioning
• Memory management
  • Data transfer
    • Device arrays
    • Data Registration
  • Streams
  • Shared memory and thread synchronization
• Writing Device Functions
• Supported Atomic Operations
  • Example
• The Agents
• ROC Ufuncs and Generalized Ufuncs
  • Basic ROC UFunc Example
  • Calling Device Functions from ROC UFuncs
  • Generalized ROC ufuncs
  • Async execution: A Chunk at a Time
• Examples
  • Matrix multiplication