poly: add pass to convert poly.mul to use ntt ops #657
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We can reduce complexity of polynomial multiplication by using the number-theoretic transform
Here we add a pass that will convert all poly.mul operations into a poly.ntt of both operands -> modulus multiplication of the coefficients -> poly.intt back into the polynomial type
Resolves #541