trevor-m commented on pull request #6068:
URL: https://github.com/apache/incubator-tvm/pull/6068#issuecomment-659050029


   It looks like this optimization callback is invoked after/during 
partitioning. What about optimizations that we want to do before annotation?
   
   For example, if the library can only support conv2d with a constant weights, 
we need to call bind_params_by_name and FoldConstant on the graph before 
annotation, so that the conv2d annotator can check if the conv2d args are 
constant.
   
   Another example is ConvertLayout to convert to NCHW, and then only allowing 
NCHW ops in the annotation.


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