@tqchen Added the case for qrelu. (I think the asymmetric lowering can be 
improved further, but thats not the point).

Similarly for quantized avg pool2d, as @FrozenGene mentioned, we will still 
need to upcast the tensor to int32 to avoid saturation. Additionally, we would 
need to handle the zero points.

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