@mbarrett97 I wonder why not just using the transfer learning in the AutoTVM. 
After using transfer learning, AutoTVM will skip the tasks that have been tried 
before. See the example at
https://docs.tvm.ai/tutorials/autotvm/tune_relay_arm.html#begin-tuning

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