Invention Grant
- Patent Title: Neural network optimization mechanism
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Application No.: US15494948Application Date: 2017-04-24
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Publication No.: US10929749B2Publication Date: 2021-02-23
- Inventor: Narayan Srinivasa , Joydeep Ray , Nicolas C. Galoppo Von Borries , Ben Ashbaugh , Prasoonkumar Surti , Feng Chen , Barath Lakshmanan , Elmoustapha Ould-Ahmed-Vall , Liwei Ma , Linda L. Hurd , Abhishek R. Appu , John C. Weast , Sara S. Baghsorkhi , Justin E. Gottschlich , Chandrasekaran Sakthivel , Farshad Akhbari , Dukhwan Kim , Altug Koker , Nadathur Rajagopalan Satish
- 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: G06F9/30
- IPC: G06F9/30 ; G06F9/38 ; G06F9/28 ; G06F9/302 ; G06F15/00 ; G06N3/08 ; G06N3/04 ; G06N3/063
Abstract:
An apparatus to facilitate optimization of a neural network (NN) is disclosed. The apparatus includes optimization logic to define a NN topology having one or more macro layers, adjust the one or more macro layers to adapt to input and output components of the NN and train the NN based on the one or more macro layers.
Public/Granted literature
- US20180307983A1 NEURAL NETWORK OPTIMIZATION MECHANISM Public/Granted day:2018-10-25
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