Invention Application
- Patent Title: DATA PROCESSING
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Application No.: US17145804Application Date: 2021-01-11
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Publication No.: US20220222569A1Publication Date: 2022-07-14
- Inventor: Daren CROXFORD , Sharjeel SAEED , Rachel Jean TRIMBLE , Timothy Fawcett MILNER
- Applicant: Arm Limited
- Applicant Address: GB Cambridge
- Assignee: Arm Limited
- Current Assignee: Arm Limited
- Current Assignee Address: GB Cambridge
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06F3/06

Abstract:
A processing unit is provided which comprises volatile storage for storing machine learning data in binary representation, and a data processing engine communicatively coupled to the volatile storage. The processing unit is configured to selectively invert the bit values in binary representations of portions of the machine learning data when performing storage operations using the volatile storage. A computer-implemented method, and non-transitory computer-readable storage medium comprising instructions for executing the method are also provided. The method comprises receiving a request to perform a storage operation on the volatile storage using the machine learning data and performing the storage operation, including, selecting a portion of the machine learning data and inverting bit values in a binary representation of the selected portion. A computer-implemented method comprising receiving a request to store machine learning data on volatile storage and storing the machine learning data is also provided. Storing the machine learning data includes operating on at least a portion of the machine learning data to prioritize one of two potential bit values.
Information query