如何使用 NVIDIA GPUDirect Storage 在 Python 中將資料讀入 GPU 記憶體
How to Read Data into GPU Memory in Python with NVIDIA GPUDirect Storage
NVIDIA GPUDirect Storage 可讓 Python 將資料讀入 GPU 記憶體。文章指出，2025 Stanford AI Index 顯示，知名 AI 模型的計算量約每五個月翻一倍，用於訓練 LLM 的數據集規模約每八個月翻一倍。
GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI Index, compute for notable AI...
GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI Index, compute for notable AI models has been doubling approximately every five months, while the size of datasets used to train LLMs has been doubling approximately every eight months. As computation and data scale together, moving data efficiently from storage becomes…
來源：NVIDIA Technical Blog：Agentic AI / Generative AI · developer.nvidia.com