Invention Grant
- Patent Title: Statically generated compiled representations for processing data in neural networks
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Application No.: US16894025Application Date: 2020-06-05
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Publication No.: US11615306B2Publication Date: 2023-03-28
- Inventor: Xiuyu Li , Jian Yang
- 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
- Priority: CN202010348056.1 20200428
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/04

Abstract:
An electronic device includes a memory that stores input matrices A and B, a cache memory, and a processor. The processor generates a compiled representation that includes values for acquiring data from input matrix A when processing instances of input data through the neural network, the values including a base address in input matrix A for each thread from among a number of threads and relative offsets, the relative offsets being distances between elements of input matrix A to be processed by the threads. The processor then stores, in the local cache memory, the compiled representation including the base address for each thread and the relative offsets.
Public/Granted literature
- US20210334648A1 Statically Generated Compiled Representations for Processing Data in Neural Networks Public/Granted day:2021-10-28
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