How to Read Data into GPU Memory in Python with NVIDIA GPUDirect Storage
NVIDIA GPUDirect Storage enables direct data loading into GPU memory from storage
NVIDIA published a developer guide on using GPUDirect Storage to read data directly into GPU memory in Python, addressing the growing bottleneck of moving data from storage to accelerators. The piece cites 2025 Stanford AI Index data showing AI compute doubling every five months and LLM dataset sizes doubling every eight months. While useful for ML engineers, this is a technical how-to rather than a major announcement or research finding.