ROCm™ Learning Center

When it comes to solving the world’s most profound computational challenges, scientists and researchers need the most powerful and accessible tools at their fingertips. With the ROCm™ open software platform built for GPU computing, HPC and ML developers can now gain access to an array of different open compute languages, compilers, libraries and tools that are both open and portable.

ROCm™ Learning Center offers resources to developers looking to tap the power of accelerated computing. No matter where they are in their journey, from those just getting started to experts in GPU programming, a broad range of technical resources below are designed to meet developers where they are at.

Getting Started

This module offers an introduction and sets you up for success with using ROCm™. The tutorials provides an overview of what ROCm is and how to install the software to get started.

Fundamentals of HIP Programming

This module provides in-depth training on programming with HIP. HIP is a high performance, CUDA-like programming model that is built on an open and portable framework. You will learn everything ranging from the basics of GPU programming to profiling GPU applications to an in-depth knowledge of programming with HIP.

From CUDA to HIP

In this module, you will learn best practices in porting your CUDA code to HIP.

Deep Learning on ROCm

This module includes hands on training for Deep Learning and equips you with the necessary knowledge on optimal usage of ROCm™ based systems.

Multi GPU Programing

This last module deepens your knowledge of ROCm™ and scaling across platforms through hands-on labs, examples, and trainings.