Hello there, 

Welcome to the community ! AFAIK, there is nothing in place for signed int8 
symmetric quantization support in the tflite frontend yet even in master : 
however I believe the underlying codegeneration framework can support it with 
the qnn dialect of relay based on this 
https://discuss.tvm.ai/t/qnn-channel-wise-quantization-quantize-and-requantize/5300

It's certainly of interest to me and my team but we haven't done much with it 
beyond some investigations this week. I'm not aware of any work in this space 
in the community at the moment, maybe this will interest some folks. 

@janimesh - any thoughts ? 


Ramana





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