Company Filing History:
Years Active: 2024
Title: Eric Luk - Innovator in Neural Network Workloads
Introduction
Eric Luk is a prominent inventor based in Dublin, Ireland. He has made significant contributions to the field of neural networks, particularly in optimizing data processing for these complex systems. His innovative approach has led to the development of a unique patent that addresses the challenges of dynamic batching in neural network workloads.
Latest Patents
Eric Luk holds a patent titled "Methods and apparatus for dynamic batching of data for neural network workloads." This patent includes examples to determine a dynamic batch size of a layer. The apparatus described in the patent features a layer operations controller that determines a layer ratio between the number of operations of a layer and the weights of the layer. Additionally, it includes a comparator that compares the layer ratio to the number of operations per unit of memory size performed by a computation engine. When the layer ratio is less than the number of operations per unit of memory size, the batch size determination controller determines the dynamic batch size of the layer. This innovative method enhances the efficiency of neural network processing.
Career Highlights
Eric Luk is currently employed at Intel Corporation, where he continues to push the boundaries of technology and innovation. His work at Intel has allowed him to collaborate with some of the brightest minds in the industry, contributing to advancements in computing and artificial intelligence.
Collaborations
Some of Eric's notable coworkers include Mohamed Elmalaki and Sara Almalih. Their collaborative efforts have fostered an environment of innovation and creativity, leading to groundbreaking developments in their respective fields.
Conclusion
Eric Luk's contributions to the field of neural networks through his patent and work at Intel Corporation exemplify the spirit of innovation. His dedication to improving data processing methods is paving the way for future advancements in artificial intelligence and machine learning.