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CiphertextTensor -> DistributedCiphertextTensor<RNSPartitioned>
Partition Homomorphic Encryption (FHE) ciphertexts across multiple GPUs along their Residue Number System (RNS) limb dimension to distribute large memory footprints.
Problem it solves
Encrypted transformer weights and activations exceed the memory limits of a single GPU.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.