Because the tutorial only tunes conv2d tasks:

    tasks = autotvm.task.extract_from_program(
        mod["main"], target=target, params=params, 
ops=(relay.op.get("nn.conv2d"),)
    )

Although I don't think missing one dense schedule will hurt the performance a 
lot, you can modify the code to the following to let AutoTVM tune the dense op 
as well:

    tasks = autotvm.task.extract_from_program(
        mod["main"], target=target, params=params)
    )

When no `ops` is given, AutoTVM extracts all tasks by default.





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