Company Filing History:
Years Active: 2023-2025
Title: Innovations of Inventor Shu Yin
Introduction
Shu Yin is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of technology, particularly in the areas of deep learning and data management. With a total of 3 patents, his work focuses on optimizing systems for neural networks and scientific data files.
Latest Patents
One of Shu Yin's latest patents is the "Deep neural network checkpoint optimization system and method based on non-volatile memory." This innovation involves a client module and a server module that register corresponding network structures in non-volatile memory. It creates data indexes and communication protocols based on remote direct memory access (RDMA) before training deep neural networks. This system provides zero-copy, asynchronous, end-to-end neural network data persistence, allowing users to perform fine-grained checkpointing to ensure fault tolerance and data persistence without affecting training speed.
Another notable patent is the "Middleware system and method for optimizing reading and writing of scientific data files." This method includes receiving data writing requests from users and constructing a spatial grid based on the regional mask information of written scientific data. It merges grid data blocks of the same region to create continuous non-equal width data blocks. The system groups these blocks based on regional mask information, encodes and indexes them, and retrieves corresponding data blocks based on user reading information.
Career Highlights
Shu Yin is affiliated with ShanghaiTech University, where he continues to advance his research and innovations. His work has garnered attention for its practical applications in enhancing the efficiency of data processing and neural network training.
Collaborations
Shu Yin collaborates with notable colleagues, including Tianyuan Wu and Tongliang Deng. Their combined expertise contributes to the development of cutting-edge technologies in their respective fields.
Conclusion
Shu Yin's contributions to technology through his patents reflect his commitment to innovation and excellence. His work not only advances the field of deep learning but also optimizes data management processes, showcasing the impact of his inventions on modern technology.