18820765. ON-CHIP TRAINING OF MACHINE LEARNING MODEL (TEXAS INSTRUMENTS INCORPORATED)
ON-CHIP TRAINING OF MACHINE LEARNING MODEL
Organization Name
TEXAS INSTRUMENTS INCORPORATED
Inventor(s)
Yanming Luo of SUGAR LAND TX US
ON-CHIP TRAINING OF MACHINE LEARNING MODEL
This abstract first appeared for US patent application 18820765 titled 'ON-CHIP TRAINING OF MACHINE LEARNING MODEL
Original Abstract Submitted
In one example, a method comprises providing first data to a machine learning model to generate second data. The method further comprises determining errors based on the second data and target second data; determining loss gradients based on the errors. The method further comprises updating running sums of prior loss gradients by adding the gradients to the running sums; and updating model parameters of the machine learning model based on the updated running sums.