The School of Computing and Data Science of HKU currently has two GPU farms for students and research staff of the School.
GPU Farm for Teaching (formerly Phase 2)
The GPU Farm for Teaching is a computing cluster equipped with 200 NVIDIA GeForce RTX 4080 Super GPUs, complemented by RTX 3090 GPUs connected via NVLink bridges to support applications requiring expanded GPU memory. This serves as a platform for MSc and undergraduate courses, as well as student projects, enabling hands-on experience with current AI technologies.
GPU Farm for Research (formerly Phase 3)
The GPU Farm for Research is equipped with NVIDIA enterprise-grade H-series and RTX 4090 GPUs, providing high-performance capabilities for demanding AI workloads. It serves as a dedicated resource for CDS faculty, PhD and MPhil students, enabling cutting-edge research in machine learning, data science, and other computational disciplines.
Both computer clusters are managed by SLURM cluster management and job scheduling system. Compute or data intensive software, such as PyTorch, Tensorflow and other LLM and tools, can be run on these platforms.
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