This inventor holds 3 USPTO granted patents. Top assignee: Nvidia Corporation. Active years: 2023-2026.
Company Filing History:
Years Active: 2023-2026
Title: Qifei Fan: Innovator in Deep Learning Hardware
Introduction
Qifei Fan is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of deep learning hardware, holding a total of 3 patents. His work focuses on enhancing the efficiency and reliability of processing units used in neural networks.
Latest Patents
One of Qifei Fan's latest patents is titled "Hardware circuit for deep learning task scheduling." This invention describes apparatuses, systems, and techniques for scheduling deep learning tasks in hardware. The accelerator circuit includes multiple fixed-function circuits, each processing a different layer type of a neural network. A scheduler circuit receives state information associated with the respective layer being processed and dependency information indicating a layer dependency condition. The scheduler determines if the layer dependency condition is satisfied and enables the fixed-function circuit to process the current layer accordingly.
Another notable patent is the "Hardware-based fault scanner to detect faults in homogeneous processing units." This invention outlines systems and techniques to detect faults in processing pipelines. The accelerator circuit includes a fixed-function circuit that performs operations corresponding to a layer of a neural network. The fault scanner circuit includes an additional homogeneous processing unit that scans each processing unit for functional faults in a sequence.
Career Highlights
Qifei Fan is currently employed at Nvidia Corporation, a leading company in graphics processing and AI technology. His work at Nvidia has allowed him to push the boundaries of deep learning hardware, contributing to advancements in the field.
Collaborations
Qifei has collaborated with notable coworkers, including Yilin Zhang and Yan Zhou. Their combined expertise has fostered innovation and development in deep learning technologies.
Conclusion
Qifei Fan is a key figure in the realm of deep learning hardware, with a focus on task scheduling and fault detection. His contributions through patents and collaboration with industry leaders continue to shape the future of technology.