Siddharth Sheth

Title: Siddharth Sheth: Innovator in AI Accelerator Technology

Introduction

Siddharth Sheth is a prominent inventor based in Santa Clara, CA, known for his contributions to the field of artificial intelligence and computing. He holds a total of 10 patents, showcasing his innovative approach to technology and engineering.

Latest Patents

Among his latest inventions are two significant patents related to AI accelerator apparatuses using in-memory compute chiplet devices for transformer workloads. The first patent describes an AI accelerator apparatus that includes one or more chiplets, each containing a plurality of tiles. Each tile is equipped with multiple slices, a central processing unit (CPU), and a hardware dispatch device. The digital in-memory compute (DIMC) device within each slice is designed to perform high throughput computations, specifically accelerating attention functions for transformer-based models used in machine learning applications. Additionally, a single input multiple data (SIMD) device processes the DIMC output to compute softmax functions for these attention functions. The chiplet also features die-to-die (D2D) interconnects, a peripheral component interconnect express (PCIe) bus, a dynamic random access memory (DRAM) interface, and a global CPU interface to enhance communication between chiplets, memory, and host systems.

The second patent mirrors the first, emphasizing its application in generative AI, further solidifying Sheth's role in advancing AI technologies.

Career Highlights

Siddharth Sheth has made significant strides in his career, having worked with notable companies such as Inphi Corporation and D-Matrix Corporation. His experience in these organizations has contributed to his expertise in developing cutting-edge technologies.

Collaborations

Throughout his career, Sheth has collaborated with talented individuals, including Radhakrishnan L Nagarajan and Sudeep Bhoja. These partnerships have fostered innovation and creativity in his projects.

Conclusion

Siddharth Sheth's work in AI accelerator technology exemplifies his commitment to innovation and excellence in the field. His patents and collaborations highlight his significant contributions to advancing artificial intelligence and computing technologies.