Stop gradient mathematical notation

Stop gradient is a recurring research-paper notation family. Returns the same forward value while instructing automatic differentiation to treat that value as constant during backpropagation.

Stop gradient: Returns the same forward value while instructing automatic differentiation to treat that value as constant during backpropagation. Example: Both terms affect the value, but only the first contributes derivative through x.