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Title: Data compression system using base values and methods thereof

Abstract

In some embodiments, a memory controller in a processor includes a base value cache, a compressor, and a metadata cache. The compressor is coupled to the base value cache and the metadata cache. The compressor compresses a data block using at least a base value and delta values. The compressor determines whether the size of the data block exceeds a data block threshold value. Based on the determination of whether the size of the compressed data block generated by the compressor exceeds the data block threshold value, the memory controller transfers only a set of the compressed delta values to memory for storage. A decompressor located in the lower level cache of the processor decompresses the compressed data block using the base value stored in the base value cache, metadata stored in the metadata cache and the delta values stored in memory.

Inventors:
; ; ;
Issue Date:
Research Org.:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Advanced Micro Devices, Inc., Santa Clara, CA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
2222235
Patent Number(s):
11740791
Application Number:
17/497,286
Assignee:
Advanced Micro Devices, Inc. (Santa Clara, CA)
DOE Contract Number:  
AC52-07NA27344; B620717
Resource Type:
Patent
Resource Relation:
Patent File Date: 10/08/2021
Country of Publication:
United States
Language:
English

Citation Formats

Seyedzadehdelcheh, Seyed Mohammad, Zhang, Xianwei, Beckmann, Bradford, and Das, Shomit N. Data compression system using base values and methods thereof. United States: N. p., 2023. Web.
Seyedzadehdelcheh, Seyed Mohammad, Zhang, Xianwei, Beckmann, Bradford, & Das, Shomit N. Data compression system using base values and methods thereof. United States.
Seyedzadehdelcheh, Seyed Mohammad, Zhang, Xianwei, Beckmann, Bradford, and Das, Shomit N. Tue . "Data compression system using base values and methods thereof". United States. https://www.osti.gov/servlets/purl/2222235.
@article{osti_2222235,
title = {Data compression system using base values and methods thereof},
author = {Seyedzadehdelcheh, Seyed Mohammad and Zhang, Xianwei and Beckmann, Bradford and Das, Shomit N.},
abstractNote = {In some embodiments, a memory controller in a processor includes a base value cache, a compressor, and a metadata cache. The compressor is coupled to the base value cache and the metadata cache. The compressor compresses a data block using at least a base value and delta values. The compressor determines whether the size of the data block exceeds a data block threshold value. Based on the determination of whether the size of the compressed data block generated by the compressor exceeds the data block threshold value, the memory controller transfers only a set of the compressed delta values to memory for storage. A decompressor located in the lower level cache of the processor decompresses the compressed data block using the base value stored in the base value cache, metadata stored in the metadata cache and the delta values stored in memory.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue Aug 29 00:00:00 EDT 2023},
month = {Tue Aug 29 00:00:00 EDT 2023}
}

Works referenced in this record:

Apparatus and Method for Compression Coding for Artificial Neural Network
patent-application, November 2018


Base-delta-immediate compression: practical data compression for on-chip caches
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patent-application, December 2009


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patent-application, December 2016


Method and System for Quantizing and Squeezing Base Values of Associated Tiles in an Image
patent-application, August 2012