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8 lines
411 B
TeX
8 lines
411 B
TeX
\section{Discussion}
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\paragraph{Limitations.} Training performance lags PyTorch due to less mature CUDA kernel implementations. The FHE-compatible layers require manual model architecture modification.
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\paragraph{Future Work.} Planned enhancements: (1) native TFHE integration for end-to-end encrypted inference, (2) WebGPU backend for browser deployment, and (3) automatic FHE-compatible model conversion.
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