thanks.  The Identity layers do not do anything and shouldn’t contribute to performance.  Your model def after quantization looks right.  Unfortunately we don’t have a JetsonX2 so we can’t check locally, and your setup looks right.  At this point might be good to try and bisect the issue - check if any particular layers are slow (in particular, ones not supported by QNNPACK).