Abstract: Deep learning (DL) is considered a promising technology for empowering the industrial Internet of Things (IIoT) with intelligence. However, the application of DL in the industrial IoT is ...
Intel and Nvidia showed off their respective AI-powered texture-compression technologies over the weekend, demonstrating ...
Perhaps the most common method for file compression, ZIP archives are easy to create and compatible with almost every operating system. Simply right-click on your file or folder, select “Send to,” and ...
Google published a research blog post on Tuesday about a new compression algorithm for AI models. Within hours, memory stocks were falling. Micron dropped 3 per cent, Western Digital lost 4.7 per cent ...
Google (GOOG)(GOOGL) revealed a set of new algorithms today designed to reduce the amount of memory needed to run large language models and vector search engines. The algorithms introduced by Google ...
As Large Language Models (LLMs) expand their context windows to process massive documents and intricate conversations, they encounter a brutal hardware reality known as the "Key-Value (KV) cache ...
The scaling of Large Language Models (LLMs) is increasingly constrained by memory communication overhead between High-Bandwidth Memory (HBM) and SRAM. Specifically, the Key-Value (KV) cache size ...
Even as AI progress is surprising one and all, companies are coming up with ever more improvements which could accelerate things even further. Google has announced TurboQuant, a new compression ...
Abstract: A novel direct method for electromagnetic scattering analysis is introduced by enhancing the principal component analysis (PCA) compression algorithm with the multilevel fast multipole ...
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