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DTSTART:20250330T010000
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DTSTART;TZID=Europe/Rome:20250416T124500
DTEND;TZID=Europe/Rome:20250416T124500
DTSTAMP:20260915T002009
CREATED:20250414T130445Z
LAST-MODIFIED:20250414T130649Z
UID:50398-1744807500-1744807500@www.isislab.it
SUMMARY:Seminar by Giuseppe Pagano: A Practical SIMD Implementation and Analysis of Power of Two Quantization on Modern Hardware
DESCRIPTION:Abstract: The rising use of AI in the last few years has greatly reshaped day-to-day productivity in many industries and caused a surge in the demand for AI-capable hardware. To reduce the imposing requirements that running a state of the art model entails many quantization techniques have been introduced.Among them there is Power of Two Quantization (PoTQ) a novel quantization technique that replaces multiplications with bitwise shifts operations.In this seminar we'll go over the details of PoTQ\, the algorithms used to leverage it in order to improve performance thanks to it and what are the plans to measure its impact on modern hardware.
URL:https://www.isislab.it/event/seminar-by-giuseppe-pagano-a-practical-simd-implementation-and-analysis-of-power-of-two-quantization-on-modern-hardware/
CATEGORIES:Seminari
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