merrymercy commented on issue #6650:
URL: https://github.com/apache/incubator-tvm/issues/6650#issuecomment-706448409


   The issue is not about RPC. It is about the argument passing in 
`multiprocessing.Pool.map`. Some TVMObjects cannot be correctly serialized, so 
we cannot pass them as arguments of `multiprocessing.Pool.map` 
   The issue exists in both autotvm and ansor, because I used the fork trick to 
avoid the serialization in them.
   
   There are three parts that are accelerated by 
multi-processing/multi-threading in autotvm/ansor: feature extraction, build 
and benchmark.  The last one (benchmark) is the least important one because 
most people only use one machine for tuning. The benchmark is serial in most 
cases. The first two items (feature extraction and build) are more important 
because all people have mulit-core CPUs.
   
   In autotvm, we have this issue for all three parts.
   In ansor, the feature extraction is already implemented by c++ 
multi-threading. So we have this issue for build and benchmark.
   
   
   


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