Company Filing History:
Years Active: 2021-2023
Title: **Tianhan Xu: Innovator in Deep Learning Technologies**
Introduction
Tianhan Xu is a prominent inventor based in Beijing, China, known for his significant contributions to the field of deep learning technologies. With a total of five patents to his name, Xu is dedicated to advancing the efficiency and functionality of deep learning frameworks. His work stands out in the increasingly competitive tech landscape.
Latest Patents
Xu's recent patents include a groundbreaking **method and apparatus for scheduling resources for deep learning frameworks**. This innovative approach automates the allocation and release of resources during deep learning training tasks by querying statuses of deep learning job objects from a Kubernetes platform at predetermined intervals. The invention enhances the efficiency of initiating deep learning training tasks by ensuring that the necessary physical machines are appropriately scheduled.
Another notable patent is the **method and apparatus for updating deep learning models**. This method allows for improved efficiency in model updating by acquiring training datasets, training existing models, and implementing a systematic iteration approach. By determining when to stop or continue the updating process, Xu’s invention optimizes the overall model performance.
Career Highlights
Tianhan Xu currently works at Beijing Baidu Netcom Science and Technology Co., Ltd., where his expertise in deep learning significantly influences the company's innovations. His career reflects a steadfast commitment to enhancing the capabilities of artificial intelligence technologies and addressing the challenges faced in resource management and model updates.
Collaborations
Throughout his career, Xu has collaborated with fellow researchers and inventors, including Dongze Xu and Faen Zhang. These partnerships enrich his projects and contribute to a collaborative atmosphere that fosters cutting-edge advancements in technology.
Conclusion
Tianhan Xu's contributions to deep learning technologies underline his role as a pivotal figure in the field. With five patented innovations that enhance resource scheduling and model updating processes, Xu continues to drive significant advancements in artificial intelligence, promising an exciting future for deep learning applications.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.