Abstract: By reducing the size of transmitted data between device-side and edge-side machine learning model parts, intermediate activation (IA) compression can alleviate communication overhead, lower ...

Abstract: Model compression techniques such as pruning and quantization have been proposed to address the high computational and memory demands of deep neural networks (DNNs). However, determining an ...

Even if you don’t know much about the inner workings of generative AI models, you probably know they need a lot of memory. Hence, it is currently almost impossible to buy a measly stick of RAM without ...

Spring break is a full time job for these Gen Z influencers. Savvy social media stars have stuffed their suitcases with bathing suits, ring lights and cosmetics and headed for Florida’s beaches, but ...

If Google’s AI researchers had a sense of humor, they would have called TurboQuant, the new, ultra-efficient AI memory compression algorithm announced Tuesday, “Pied Piper” — or, at least that’s what ...

TurboQuant compresses AI model vectors from 32 bits down to as few as 3 bits by mapping high-dimensional data onto an efficient quantized grid. (Image: Google Research) The AI industry loves a big ...

Spring has always been a big season in our family. My late husband loved Easter and the arrival of warmer weather, and every year we hosted a big Sunday dinner with ham, homemade pies, music and a ...

With spring comes sweet change, and Krispy Kreme® is keeping pace by introducing its new Spring Seasonal Collection – four doughnuts that celebrate the freshness and renewal of spring.