ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,627, issued on Sept. 15, was assigned to Zhejiang Lab (Zhejiang, China).

"Data caching method and apparatus for multiple concurrent deep learning training tasks" was invented by Chunjie Zhu (Zhejiang, China), Fang Zhou (Zhejiang, China), Zhihang Tang (Zhejiang, China), Yi Qin (Zhejiang, China) and Qiming Fang (Zhejiang, China).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed are a data caching method and apparatus for multiple concurrent deep learning training tasks. The method includes: step 1, executing preheating training for each task, collecting feature parameters of training batch samples, and sorting all the tasks according to the col...