Methods, systems, articles of manufacture, and apparatus to optimize layers of a machine learning model for a target hardware platform
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United States of America Patent
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Jan 21, 2025
Grant Date -
Oct 15, 2020
app pub date -
Jun 26, 2020
filing date -
Jun 26, 2020
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Abstract
Methods, apparatus, systems, and articles of manufacture are disclosed that optimize layers of a machine learning model for a target hardware platform. An example apparatus includes a communication processor to obtain information specific to the target hardware platform (THP) on which to execute the machine learning model; a layer generation controller to generate layers of the machine learning model based on the information specific to the THP; and a deployment controller to, in response to the machine learning model satisfying a threshold error metric, deploy the machine learning model to the THP.
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