REPLACEMENT POLICY INFORMATION FOR TRAINING TABLE USED BY PREFETCH CIRCUITRY

Patent №

US 11,675,702

Granted

2023-06-13

Filed 2022

Owner

ARM LIMITED

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17673301

Prefetch circuitry generates prefetch requests to prefetch information to a cache, based on prediction information trained using a training table comprising training entries. A given training entry associates a program counter indication associated with a trigger training memory access, a region indication indicative of a memory address region comprising a target address specified by the trigger training memory access, corresponding prediction information trained based on subsequent training memory access requests specifying target addresses in the same region as the target address of the trigger training memory access, and first and second replacement policy information. The first replacement policy information is used for replacement of an entry with another entry for the same program counter indication but different region. The second replacement policy information is used for replacement of an entry with another entry for a different program counter indication. This helps to increase prediction performance and reduce power consumption.

Machine learningKnowledge representationAI hardwareG06F 12/0862G06F 9/30047G06F 9/321G06F 9/3802G06F 9/3832G06F 12/0238G06F 12/0871G06F 12/121+6 more

AI classification

AI hardware1.00
Machine learning0.97
Knowledge representation0.94
Planning0.00
Natural language0.00
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

ARM LIMITED

assignment · 591260843

Assignors

CASTORINA, UGO, CATHRINE, DAMIEN MATTHIEU VALENTIN

On an employer assignment, the assignors are typically the inventors.

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