Solved by Vasiliy_Kuznetsov in post #5 
              
              
                hi @pintonos, currently we don’t have a quantized kernel for einsum, we would be happy to review a PR if someone is interested in implementing.  In the meanwhile, a workaround could be to dequantize -> floating point einsum -> quantize.