Invention Grant
- Patent Title: Machine learning sparse computation mechanism
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Application No.: US16417132Application Date: 2019-05-20
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Publication No.: US10706498B2Publication Date: 2020-07-07
- Inventor: Eriko Nurvitadhi , Balaji Vembu , Tsung-Han Lin , Kamal Sinha , Rajikshore Barik , Nicolas C. Galoppo Von Borries
- 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: G06F17/16
- IPC: G06F17/16 ; H03M7/30 ; G06K9/62 ; G06T1/20 ; G06F9/30 ; G06F9/38 ; G06F12/0811 ; G06F12/0815 ; G06F12/0831 ; G06F12/0888 ; G06F9/48 ; G06N3/04 ; G06N3/08 ; G06T1/60 ; G06T15/00

Abstract:
An apparatus to facilitate processing of a sparse matrix is disclosed. The apparatus includes a plurality of processing units each comprising one or more processing elements, including logic to read operands, a multiplication unit to multiply two or more operands and a scheduler to identify operands having a zero value and prevent scheduling of the operands having the zero value at the multiplication unit.
Public/Granted literature
- US20200051203A1 Machine Learning Sparse Computation Mechanism Public/Granted day:2020-02-13
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