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They have a bit more info on their announcement blog post[0] > Belfort today released the "so far" CIFAR demo, an encrypted implementation of ResNet-20, a pop
by Sajarin 3mo ago
They have a bit more info on their announcement blog post[0]
> Belfort today released the "so far" CIFAR demo, an encrypted implementation of ResNet-20, a popular model for image classification. It outperforms recent SOTA by 3x with a total latency of less than 200ms
Not many details on how they've done this, so I'm a bit skeptical. Fast HE is a holy grail.
> Belfort's image classification is built on top of its upcoming GPU library, Cyclops. It comes with several optimizations that make Cyclops extremely fast on Encrypted AI workloads.
Looks like a lead up to an upcoming library release
[0] https://belfortlabs.com/blog/sofar https://belfortlabs.com/blog/sofar
- furkanturan 3mo agoIndeed, we have our own library, Cyclops. We will share more about it soon :)