* The search space is defined in the schedule template, such as:

https://github.com/apache/incubator-tvm/blob/master/python/tvm/topi/cuda/conv2d_direct.py#L31

  This line defines a search parameter, and the candidates are the factors of 
the length of `f`.

* While AutoTVM needs schedule templates defined in TOPI, auto-scheduler 
generates schedules from scratch. As a result, the auto-scheduler generated 
schedules are more flexible and expected to achieve even better performance.

* The execution time is the main metric to judge the schedule quality.





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