Posts by Zhaodong Bing
Out-of-the-Box ROLL Support on AMD GPUs: Accelerating Reinforcement Learning at Scale
- 01 June 2026
Reinforcement learning (RL) is rapidly becoming a foundational technology for Large Language Models (LLMs)—powering key abilities such as reasoning and agentic behaviors. As RL workloads grow more complex and computationally intensive, the ecosystem increasingly depends on scalable, high-performance frameworks that can fully utilize modern GPU clusters.
Accelerating Autonomous Driving Model Training on AMD ROCm™ Software
- 08 December 2025
The autonomous driving industry is undergoing rapid growth, driven by advances in AI and the increasing demand for safer, smarter transportation. At the core of this transformation are complex deep learning models that enable vehicles to perceive, reason, and navigate dynamic environments. Efficiently training these models at scale has become a key challenge for companies working to bring autonomous systems to the road.