Invention Grant
- Patent Title: Instructions and logic to perform floating point and integer operations for machine learning
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Application No.: US17169232Application Date: 2021-02-05
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Publication No.: US11080046B2Publication Date: 2021-08-03
- Inventor: Himanshu Kaul , Mark A. Anders , Sanu K. Mathew , Anbang Yao , Joydeep Ray , Ping T. Tang , Michael S. Strickland , Xiaoming Chen , Tatiana Shpeisman , Abhishek R. Appu , Altug Koker , Kamal Sinha , Balaji Vembu , Nicolas C. Galoppo Von Borries , Eriko Nurvitadhi , Rajkishore Barik , Tsung-Han Lin , Vasanth Ranganathan , Sanjeev Jahagirdar
- Applicant: Intel Corporation
- Applicant Address: US CA Santa Clara
- Assignee: Intel Corporation
- Current Assignee: Intel Corporation
- Current Assignee Address: US CA Santa Clara
- Agency: Jaffery Watson Mendonsa & Hamilton LLP
- Main IPC: G06F9/302
- IPC: G06F9/302 ; G06F7/483 ; G06N3/04 ; G06F17/16 ; G06F9/30 ; G09G5/393 ; G06F7/544 ; G06F9/38 ; G06N3/08 ; G06N3/063 ; G06N20/00 ; G06T15/00
Abstract:
A processing apparatus is provided comprising a multiprocessor having a multithreaded architecture. The multiprocessor can execute at least one single instruction to perform parallel mixed precision matrix operations. In one embodiment the apparatus includes a memory interface and an array of multiprocessors coupled to the memory interface. At least one multiprocessor in the array of multiprocessors is configured to execute a fused multiply-add instruction in parallel across multiple threads.
Public/Granted literature
- US20210182058A1 INSTRUCTIONS AND LOGIC TO PERFORM FLOATING POINT AND INTEGER OPERATIONS FOR MACHINE LEARNING Public/Granted day:2021-06-17
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