Abstract: In recent years, low-precision fixed-point computation has become a widely used technique for neural network inference on FPGAs. However, this approach has some limitations, as certain ...

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Multiplication on a common microcontroller is easy. But division is much more difficult. Even with hardware assistance, a 32-bit division on a modern 64-bit x86 CPU can run between 9 and 15 cycles.

AI is all about data, and the representation of the data matters strongly. But after focusing primarily on 8-bit integers and 32‑bit floating-point numbers, the industry is now looking at new formats.

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A Taiwanese math expert who goes by Changhsu has found the ideal venue for teaching audiences calculus, and that venue is, of course, Pornhub. To date, the teacher has uploaded 226 videos, none of ...