Hardware
GPU Acceleration for Apache Spark UDFs with cuDF Integration
Rewriting Apache Spark UDFs with the RapidsUDF interface and cuDF can yield speedups of over 20x by leveraging GPU acceleration and reducing computational overhead.
Guide
Infrastructure
Sharing a T4 between Qwen and SDXL: a cautious operating procedure
A measured, conservative procedure for inspecting GPU memory, checking inference queues and running reversible image jobs on a shared T4.