Posts by Tres Popp
Scaling AI Inference Performance with vLLM on AMD Instinct MI355X GPUs
- 08 December 2025
Today, we are excited to share Large Language Model (LLM) Inference Performance with vLLM on AMD Instinct™ MI355X GPUs. Whether you are a startup, an enterprise or a hyperscaler, the AMD open software ecosystem with Instinct MI355X GPUs delivers consistent, high-performance inference at scale outperforming Nvidia Blackwell B200 GPUs as concurrency grows. For real-world users, this performance impact is directly proportional to user experience and cost efficiency in production environments.
DGL in Depth: SE(3)-Transformer on ROCm 7
- 05 December 2025
In this post, we demonstrate how to run the SE(3)-Transformer efficiently with Deep Graph Library (DGL) on AMD ROCm, enabling high-performance 3D graph learning for complex geometric models. This builds on our previous blog, which highlighted DGL’s versatility across diverse graph neural network (GNN) workloads, validating functionality, compatibility, and usability.