merrymercy edited a comment on pull request #7175:
URL: https://github.com/apache/tvm/pull/7175#issuecomment-757051844


   This PR broke the layout_transform template used in graph tuner.
   
https://github.com/apache/tvm/blob/54c995dbf7c96c1184c2baf64de87bc9566fe33a/python/tvm/autotvm/graph_tuner/base_graph_tuner.py#L54-L62
   With this PR, the above template has a search space of size 0 and cannot be 
tuned/benchmarked.
   
   I want to revert this PR. By design, the search space should have at least a 
length of 1. A template without any tunable knob is also valid and contains a 
valid schedule. The behavior of `np.prod` is what we want.
   


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