Fix: number of iterations wasn't set correctly (num_iterations directly set to equal to max_num_iterations) #3526
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The original code causes iteration to go over max_num_iterations, causing the progress tracker to be unable to estimate the time needed to finish, and causing unwanted extra iterations. Issue happens when pre-trained checkpoints are loaded.