Intel corporation (20240192954). SYSTEMS, METHODS, AND APPARATUSES FOR MATRIX OPERATIONS simplified abstract

SYSTEMS, METHODS, AND APPARATUSES FOR MATRIX OPERATIONS

Organization Name

intel corporation

Inventor(s)

Robert Valentine of Kiryat Tivon (IL)

Mark J. Charney of Lexington MA (US)

Elmoustapha Ould-ahmed-vall of Chandler AZ (US)

Dan Baum of Haifa (IL)

Zeev Sperber of Zichron Yackov (IL)

Jesus Corbal of King City OR (US)

Bret L. Toll of Hillsboro OR (US)

Raanan Sade of Kibutz Sarid (IL)

Igor Yanover of Yokneam Illit (IL)

Yuri Gebil of Nahariya (IL)

Rinat Rappoport of Haifa (IL)

Stanislav Shwartsman of Haifa (IL)

Menachem Adelman of Haifa (IL)

Simon Rubanovich of Haifa (IL)

SYSTEMS, METHODS, AND APPARATUSES FOR MATRIX OPERATIONS - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240192954 titled 'SYSTEMS, METHODS, AND APPARATUSES FOR MATRIX OPERATIONS

The patent application relates to matrix (tile) operations, including decoding instructions and executing them to set tile configurations for matrix operations utilizing 2-dimensional registers.

• Decode circuitry is used to interpret instructions with opcode and memory address fields.
• Execution circuitry carries out the decoded instructions to configure tiles for matrix operations.
• Tiles consist of 2-dimensional registers for processing data efficiently.

Potential Applications: - High-performance computing - Image and video processing - Machine learning algorithms

Problems Solved: - Enhancing processing speed for matrix operations - Improving efficiency in handling large datasets

Benefits: - Faster execution of matrix operations - Reduced computational complexity - Enhanced performance in data-intensive tasks

Commercial Applications: Title: "Advanced Matrix Processing Technology for High-Performance Computing" This technology can be utilized in supercomputers, data centers, and AI systems to optimize matrix operations and improve overall processing speed and efficiency.

Prior Art: Researchers can explore existing patents related to matrix operations, decoding circuits, and tile-based processing to understand the evolution of this technology.

Frequently Updated Research: Stay updated on advancements in matrix processing algorithms, hardware acceleration techniques, and optimization strategies for tile-based operations.

Questions about Matrix (Tile) Operations: 1. How does this technology improve the efficiency of matrix operations compared to traditional methods? 2. What are the key challenges in implementing tile-based processing in real-world applications?

Original Abstract Submitted

embodiments detailed herein relate to matrix (tile) operations. for example, decode circuitry to decode an instruction having fields for an opcode and a memory address; and execution circuitry to execute the decoded instruction to set a tile configuration for the processor to utilize tiles in matrix operations based on a description retrieved from the memory address, wherein a tile a set of 2-dimensional registers are discussed.