Posts by Tanya Roosta
Hyperloom - Autonomous Agentic Inference Optimization for AMD GPUs
- 23 July 2026
AMD is excited to introduce ROCm™ Hyperloom, a new open-source, agentic system aimed at automating the time-consuming task of optimizing end-to-end inference workloads. Using Hyperloom reduces the time to optimize an end-to-end workload from weeks to hours, saving time and enabling valuable resources to be allocated to other critical tasks. By combining various tools into an autonomous optimization loop, Hyperloom allows you to get the best performance out of your model and custom configuration on AMD Instinct GPUs.