AMD ROCm Stack

Master ROCm — AMD's open-source GPU compute platform. Learn HIP, ROCm libraries, PyTorch on ROCm, and porting CUDA code to ROCm.

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

ROCm Overview

Beginner

HIP Programming

Intermediate

rocBLAS, rocSPARSE, MIOpen

Intermediate

PyTorch on ROCm

Intermediate

Porting CUDA to ROCm

Advanced

Tuning ROCm Workloads

Advanced