Add RMSNormToL2Norm
graph surgeon
#1594
Merged
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Describe your changes
New graph surgeon to simplify RMSNorm subgraph using L2Norm subgraph.
rmsnorm = x/sqrt(mean(x**2)) = x/sqrt(1/N*sum(x**2)) = sqrt(N)*x/sqrt(sum(x**2)) = sqrt(N)*L2Norm
This is useful when quantizing the model for NPU since there are fewer activations to quantize.
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