Patent ID: 11915471
Assignee: SALESFORCE, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The non-transitory machine-readable storage medium of claim 9, wherein dynamically allocating task-specific parameters for at least one of the plurality of task-specific classification heads based on task complexity comprises:
assigning a normally-distributed complexity score to at least one task;
dividing the plurality of task-specific classification heads into four quartiles based on the normally-distributed complexity score; and
assigning a first number of task-specific parameters to a first quartile of task-specific classification heads, a second number of task-specific parameters to a second quartile of task-specific classification heads, a third number of task-specific parameters to a third quartile of task-specific classification heads, and a fourth number of task-specific parameters to a fourth quartile of task-specific classification heads, wherein the first number is less than the second number, the second number is less than the third number, and the third number is less than the fourth number.