Table of contents

ROCm

• ROCm on Windows:
  • ROCm HIP on Windows? – random blog [published 2022-05-07; visited 2023-01-23T02:05:53Z]
  • Antares: GitHub - microsoft/antares: Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12, GraphCore, SYCL for CPU/GPU, OpenCL for AMD/NVIDIA, Android CPU/GPU backends. [visited 2023-01-23T02:07:03Z]
  • ROCm backend of Antares: antares/backend.hpp at v0.3.x · microsoft/antares · GitHub [visited 2023-01-23T02:08:28Z]

Tools

• Radeon GPU Analyzer:
  • Radeon™ Developer Tool Suite (contains Radeon GPU Analyzer): Tools - GPUOpen [visited 2023-01-23T02:30:39Z]
  • Radeon™ GPU Analyzer - GPUOpen [visited 2023-01-23T02:30:31Z]
  • GitHub - GPUOpen-Tools/radeon_gpu_analyzer: The Radeon GPU Analyzer (RGA) is an offline compiler and code analysis tool for Vulkan, DirectX, OpenGL, and OpenCL. [visited 2023-01-23T02:31:31Z]

Dump GPU program binaries

• Dump GPU program binaries:
  • opencl - How do I use cl_amd_offline_devices to compile a kernel for a specific GPU? - Stack Overflow [visited 2023-01-23T02:23:23Z]
  • Offline compilation for AMD and NVIDIA OpenCL Kernels without cards installed - Stack Overflow [visited 2023-01-23T02:25:17Z]

AMD GPU ISA

Under AMD ISA Documentation - AMD GPUOpen [visited 2023-10-10T00:51:41Z], you can find the AMD GPU ISA documentation. Here, three groups are listed as of 2023-10-10:

• RDNA (Radeon DNA) Architecture (current GPUs)
  • RDNA™ 3 ISA
  • RDNA™ 2 ISA
  • RDNA™ ISA
• CDNA (Compute DNA) Architecture (accelerators for datacenters)
  • CDNA™ 2 ISA (AMD Instinct MI200)
  • CDNA™ 1 ISA (AMD Instinct MI100)
• Older architectures - Vega and GCN 3
  • Vega "7nm" ISA
  • Vega ISA
  • GCN 3 ISA

  If you have a gfx90c (Output of clinfo) GPU, the correct document seems to be “Vega "7nm" ISA”.

Further ressources:

• GCN ISA: AMD GCN ISA: a first dive [published 2019-03-10; visited 2023-01-23T02:11:09Z]
• AMDGPU Backend of LLVM: User Guide for AMDGPU Backend — LLVM 18.0.0git documentation [visited 2023-10-10T00:53:32Z]