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@johnml1135 If the user specifies a number of steps larger than the max amount of steps, should we fail the job and give them a chance to reenter a max steps that is under the limit? Or should we just automatically change it to the upper limit of 50000 while logging a warning without failing? The second option would be a smoother experience, although it wouldn't be as transparent to the user since I'm not sure that users will be able to see warning logs in machine.py.
What if a person specifies 10,000,000 steps? Let's have a realistic limit. 50,000 is good enough - 20,000 is the "normal" max steps.
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