64bit tensors with natural mod reductions about tf-encrypted

[koenvanderveen]

In secureNN they also use 64 bit right? When 64bit is enough to reach >99 acc on MNIST it will probably enough for many applications. Native modulo reductions are just the wrap arounds that already exist when using ints?

[mortendahl]

In secureNN they also use 64 bit right? When 64bit is enough to reach >99 acc on MNIST it will probably enough for many applications.

I believe they do yes! My intuition is that 64bit might be enough for shallow networks but not sure how well it supports scaling; will be interesting to have both I think.

Native modulo reductions are just the wrap arounds that already exist when using ints?

Yes exactly, the overflows we're normally trying to avoid :)

[jvmncs]

More discussion in #100