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CNCF & PyTorch Foundation Delegates Tour China's AI Compute Companies

Community

Dynamia Organizes CNCF and PyTorch Foundation Delegates on a Tour of China's AI Compute Companies

In the industry window opened by HAMi's graduation to CNCF Incubating, Dynamia organized and accompanied a CNCF and PyTorch Foundation delegation on visits to leading Chinese AI chip and compute infrastructure companies—including Biren, Iluvatar CoreX, MetaX, Cambricon, and Super Cloud—to discuss adaptation, ecosystem co-building, and production deployment between domestic AI accelerators and the global cloud native AI Infra open-source ecosystem.

China Merchants Bank HAMi Case Study

Customer Stories

China Merchants Bank Improves AI Compute Scheduling on Kubernetes with HAMi

A CNCF case study on how China Merchants Bank built a unified AI compute scheduling platform on Kubernetes and HAMi, enabling heterogeneous resource pooling, topology-aware scheduling, and fine-grained accelerator sharing. Hardware pool utilization reached 100%, cross-machine scheduling dropped 30%, and partitioning granularity went down to 1 GB memory / 1% compute.

Boardware GPU Virtualization Practice

Community

Beyond GPU Exclusive Access: Unified Training and Inference with HAMi — Boardware's GPU Virtualization in Practice

GPU management in research labs has always been a headache. Boardware spent three years evolving from VM-exclusive access to a Kubernetes + HAMi cloud-native solution, ultimately achieving physical isolation of Agent RL training and inference on a 12-GPU cluster. This is the seventh article in the HAMi Community Meetup Shenzhen recap series.

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Blog - Dynamia AI | GPU-Virtualisierung & HAMi