Patent ID: 11900232
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. The non-transitory computer storage media of claim 19, wherein processing the intermediate score distribution using the output layer of the teacher machine learning model to generate the target score distribution comprises:
generating each score qis in the target score distribution as:, q
   i
   s
  
  =
  
   
    exp
    ⁡
    (
    
     
      z
      i
      s
     
     
      T
      s
     
    
    )
   
   
    
     ∑
     j
    
    
     exp
     ⁡
     (
     
      
       z
       j
       s
      
      
       T
       s
      
     
     )
    
   
  
 

wherein qis is a target score for a class i in the target score distribution, zis is an intermediate score generated by the teacher machine learning model for class i in the intermediate score distribution, zjs is an intermediate score generated by the teacher machine learning model for class j in the intermediate score distribution, j ranges from 1 to a total number of classes in the plurality of classes, and Tt is the teacher value of the temperature parameter of the output layer of the teacher machine learning model.