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公开(公告)号：US20230017644A1
公开(公告)日：2023-01-19
申请号：US17864885
申请日：2022-07-14
Applicant: Advanced Micro Devices, Inc.
Inventor： Ian Ferreira , Miller Tracy , Eric Hullander
Abstract: A system and method for characterizing the data used to train a model for machine learning inference. Training data and production data may both be fingerprinted, and the fingerprints may be compared to detect undesirable variances between training and production data. This may allow performance issues relating to differences in the training data set versus the production data set to be more easily identified. Parameters used for characterization can be determined based on the type of training data such as numerical data, image data, or audio data.
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