Invention Grant
- Patent Title: Sorting instances of input data for processing through a neural network
-
Application No.: US16206879Application Date: 2018-11-30
-
Publication No.: US11275558B2Publication Date: 2022-03-15
- Inventor: David A. Roberts
- Applicant: Advanced Micro Devices, Inc.
- Applicant Address: US CA Santa Clara
- Assignee: Advanced Micro Devices, Inc.
- Current Assignee: Advanced Micro Devices, Inc.
- Current Assignee Address: US CA Santa Clara
- Agency: Park, Vaughan, Fleming & Dowler LLP
- Main IPC: G06F7/22
- IPC: G06F7/22 ; G06F16/901 ; G06N3/04

Abstract:
An electronic device including a neural network processor and a presorter is described. The presorter determines a sorted order to be used by the neural network processor for processing a set of instances of input data through the neural network, the determining including rearranging an initial order of some or all of the instances of input data so that instances of input data having specified similarities among the some or all of the instances of input data are located nearer to one another in the sorted order. The presorter provides, to the neural network processor, the sorted order to be used for controlling an order in which instances of input data from among the set of instances of input data are processed through the neural network. A controller in the electronic device adjusts operation of the presorter based on efficiencies of the presorter and the neural network processor.
Public/Granted literature
- US20200174748A1 Sorting Instances of Input Data for Processing through a Neural Network Public/Granted day:2020-06-04
Information query