AI024
ROCm and HIP: A Detailed 10-Chapter Tutorial
The ROCm Library Ecosystem
Learning Objectives
- Identify foundational math libraries including rocBLAS, rocFFT, and rocSOLVER
- Understand the role of the ROCm Communication Collective Library (RCCL) in multi-GPU scaling
- Explore AI-centric libraries such as MIOpen and Composable Kernel (CK)
- Differentiate between platform-specific roc-libraries and portable hip-interfaces