Yes, different autoTVM/autoscheduler runs on the same network can yield 
different implementations.

If you know your model doesnt change, you would autoschedule once and save the 
log files of the optimized implementation. If for some reason you need to 
recompile your model you would tell TVM to just look for this logfile with the 
implementations so you get the same as before





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