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Sparse Ternary FMA | Not Hacker News!

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Sparse Ternary FMA

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anonymous

1 points

1 comments

Posted18 days ago

Sparse Ternary FMA

github.com

launchedlibrarydevelopers

Key Features

23x faster AVX-512 kernelsupport for Fully Homomorphic Encryption (FHE)optimized for AI applications

Tech Stack

AVX-512

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C/C++

Fully Homomorphic EncryptionHigh-Performance ComputingArtificial Intelligence

Discussion (1 comments)

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HyperFoldUK

18 days ago

I recently published a paper on arXiv/ePrint about accelerating TFHE with ternary secrets. This repo contains the core optimized kernel—2-bit encoding, sparse AVX-512 FMA. It's dependency-free C. Benchmarks show 2.25x SIMD and 23x sparse speedups. I'm open-sourcing it to advance work in efficient FHE and 1.58-bit LLMs. Feedback welcome.

View on Hacker NewsHN ID: 46365352Mood: informative

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