[REDO AFTER GH BUG] Add support for quantized models via QNN #5016
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This is part of #5015. I simply reverted the revert done in #5013 .
@anijain2305 @jwfromm @jjohnson-arm Since the original PR, I finished preparing the repo for imagenet evaluation. We can use the 1k subset (data auto downloaded), or full validation set. The script and updated numbers are available here.