Patent ID: 11908155
Assignee: QUALCOMM INCORPORATED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. A processing system, comprising:
one or more processors individually or collectively configured to execute instructions stored on one or more memories and to cause the processing system to:
process input data with a feature extraction stage of a machine learning model to generate a feature map;
apply an attention map to the feature map to generate an augmented feature map;
select a batch normalization layer from a plurality of batch normalization layers based on a loop count;
process the augmented feature map with a refinement stage of the machine learning model to generate a refined feature map, wherein in order to process the augmented feature map with the refinement stage of the machine learning model, the one or more processors are further configured to cause the processing system to apply the batch normalization layer to the augmented feature map;
process the refined feature map with a first regression stage of the machine learning model to generate multi-dimensional task output data; and
process the refined feature map with an attention stage of the machine learning model to generate an updated attention map.