Comment on Homomorphically encrypted CIFAR-10 inference in 200msComments−jszymborski1moBig if true! One of the caveats here is that the file size seems to balloon 341 times.−monster_truck1moThat's a exceptional tradeoff. Even 3000x is noteworthy as long as processing time does not go to the moon wrt HE/FHE−Pro7ech1moThis is specific to the current state of the demo. Additional techniques can reduce fresh encryptions to only a few times the plaintext size, but they have not been deployed yet.
Comments
Big if true! One of the caveats here is that the file size seems to balloon 341 times.
That's a exceptional tradeoff. Even 3000x is noteworthy as long as processing time does not go to the moon wrt HE/FHE
This is specific to the current state of the demo. Additional techniques can reduce fresh encryptions to only a few times the plaintext size, but they have not been deployed yet.