Thanks for the explanation! I'm looking at the LocalBuilder function in both 
the CPU and GPU tutorials, but neither of them takes any arguments related to 
the target. How does the builder know about the target?

> tuning_option = {
>     "log_filename": log_file,
>     "tuner": "xgb",
>     "n_trial": 2000,
>     "early_stopping": 600,
>     "measure_option": autotvm.measure_option(
>         builder=autotvm.LocalBuilder(timeout=10),
>         runner=autotvm.LocalRunner(number=20, repeat=3, timeout=4, 
> min_repeat_ms=150),
>     ),
> }

> tuning_option = {
>     'log_filename': log_file,
>     'tuner': 'random',
>     'early_stopping': None,
> 
>     'measure_option': autotvm.measure_option(
>         builder=autotvm.LocalBuilder(),
>         runner=autotvm.LocalRunner(number=1, repeat=10,
>                                    min_repeat_ms=0,
>                                    enable_cpu_cache_flush=True),
>     ),
> }





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