A model is trained on the loss
with the update rule
starting from .
The team does not watch the loss curve by eye. They use a fixed stopping rule:
Training is declared converged the first time the loss drops below of its value at the starting point.
How many steps are needed before the stopping rule fires?
Give a whole number of steps.