Thanks for sharing. The failure is while calling tune_graph. The graph tuning 
assumes the data to be float32.
Additionally, last time I tried, the graph tuning cant work with QNN ops. One 
way to handle this is to call QnnCanonilcalize 
(python/tvm/relay/qnn/transform.py) before calling graph tuning. But, ideally, 
the graph tuning should be changed to support qnn ops as well.

I would suggest skipping the tune_graph for now .





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