Christopher P Frascati

Title: **The Innovative Mind of Christopher P. Frascati**

Introduction: Christopher P. Frascati, an accomplished inventor based in Liberty Hill, TX, has made significant contributions to the field of graphics processing with a total of four patents to his name. His innovative work focuses on improving the efficiency of software and graphics processing, particularly in relation to preempted workloads and matrix multiplication operations.

Latest Patents: One of Frascati's latest patents is titled "Method and apparatus for software based preemption using two-level binning to improve forward progress of preempted workloads." This invention outlines a system and method that enhance the forward progress of preempted workloads by employing a graphics pipeline that processes tiles of a lower-priority job while allowing higher-priority jobs to take precedence as needed. The method adjusts batch-binning parameters to minimize the chance of further preemption.

In addition, he has patented "Flexible-access instructions for efficient access of ML data," which describes a GPU and method for performing convolution operations by recasting them as matrix multiplication operations. This innovation involves a register file that stores input feature map data and filter weight kernel data, while a state machine facilitates the convolution process in an efficient manner.

Career Highlights: Christopher P. Frascati currently works at Samsung Electronics Co., Ltd., where his inventive efforts significantly contribute to advancements in graphics processing technologies. His patents reflect his dedication to enhancing performance and efficiency in computational tasks within the domain of machine learning and graphics.

Collaborations: Throughout his career, Frascati has worked alongside talented colleagues such as David Conrad Tannenbaum and Gabriel T. Dagani. Their collaborative efforts have led to groundbreaking innovations in the graphics processing field, emphasizing the importance of teamwork in achieving technological advancements.

Conclusion: Christopher P. Frascati is a notable inventor whose patents are shaping the future of graphics processing and machine learning. His innovative spirit and collaborative approach continue to inspire advancements in the industry, making him a valuable asset to Samsung Electronics and the broader technological community.