如何使用 NVIDIA GPUDirect Storage 在 Python 中将数据读入 GPU 内存
How to Read Data into GPU Memory in Python with NVIDIA GPUDirect Storage
NVIDIA GPUDirect Storage 可将数据直接从存储设备传输到 GPU 内存，据 2025 年斯坦福 AI 指数，AI 计算能力约每五个月翻一番，LLM 训练数据大小约每八个月翻一番，GPUDirect Storage 可提升数据传输效率。
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…
来源: NVIDIA Technical Blog · developer.nvidia.com