tqchen edited a comment on issue #4995: [AutoTVM] Avoid using RPC for LocalRunner URL: https://github.com/apache/incubator-tvm/pull/4995#issuecomment-596013185 One thing I noticed about the old LocalRunner is that a new RPC server and tracker seems is created each time `set_task` is called https://github.com/apache/incubator-tvm/blob/master/python/tvm/autotvm/measure/measure_methods.py#L333 Depending on how frequent that is called, perhaps we should change the server and tracker creation to only once at the Local runner starting time, which should reduce the overhead.This might fix the perf issue brought up in this thread without having to bring a separate codepath for LocalRunner @comaniac @merrymercy
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