The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 08, 2023
Filed:
Jun. 07, 2022
Intel Corporation, Santa Clara, CA (US);
Himanshu Kaul, Portland, OR (US);
Mark A. Anders, Hillsboro, OR (US);
Sanu K. Mathew, Hillsboro, OR (US);
Anbang Yao, Beijing, CN;
Joydeep Ray, Folsom, CA (US);
Ping T. Tang, Edison, NJ (US);
Michael S. Strickland, Sunnyvale, CA (US);
Xiaoming Chen, Shanghai, CN;
Tatiana Shpeisman, Menlo Park, CA (US);
Abhishek R. Appu, El Dorado Hills, CA (US);
Altug Koker, El Dorado Hills, CA (US);
Kamal Sinha, Rancho Cordova, CA (US);
Balaji Vembu, Folsom, CA (US);
Nicolas C. Galoppo Von Borries, Portland, OR (US);
Eriko Nurvitadhi, Hillsboro, OR (US);
Rajkishore Barik, Santa Clara, CA (US);
Tsung-Han Lin, Campbell, CA (US);
Vasanth Ranganathan, El Dorado Hills, CA (US);
Sanjeev Jahagirdar, Folsom, CA (US);
Intel Corporation, Santa Clara, CA (US);
Abstract
One embodiment provides a graphics processor comprising a memory controller and a graphics processing resource coupled with the memory controller. The graphics processing resource includes circuitry configured to execute an instruction to perform a matrix operation on first input including weight data and second input including input activation data, generate intermediate data based on a result of the matrix operation, quantize the intermediate data to a floating-point format determined based on a statistical distribution of first output data, and output, as second output data, quantized intermediate data in a determined floating-point format.