Archives de catégorie : Non classé

Take advantage of mixed precision to make DL models run faster during training and inference

The International Conference on Learning Representations (ICLR) 2023 will run from May 1st through 5th in Kigali, Rwanda. Intel Labs’ innovations in model linearization include a three-stage training method that trains a DNN model with significantly fewer rectified linear units … Continuer la lecture →

Using SYCL Joint Matrix Extension on Intel® AMX and Intel® XMX to create custom AI optimizations

Intel Labs excitedly presented its recent research, ‘Multi-Modal Conversational Artificial Intelligence in Early Childhood Education: Kid Space at Home’ at British Educational Training and Technology United Kingdom (Bett UK 2023) in March.

In this blog, we introduce the challenges of traditional NAS solutions and propose a multi-model, hardware-aware, train-free NAS to resolve those challenges. It includes a unified transformer-based search space, a hardware-aware search strategy, and a train-free score method. We also present … Continuer la lecture →

In this blog, we evaluate the progression of methods to guide and converse with machines based on recent technology innovations, such as OpenAI’s ChatGPT and GPT-4, and explore the next needed steps in conversational AIs toward mastering natural conversation like … Continuer la lecture →

Intel Labs, in a joint effort with Brown University and MIT through a DSAIL research collaboration, has been crowned as the new record holder for the JouleSort “Indy” Category, completing the task using just 63 kJ.

Numenta demonstrates new NLP capabilities for customers on Intel® Xeon® CPU Max Series processors

This event let startups showcase and refine their technology on the latest Intel hardware and software

4th Gen Xeon processors deliver remarkable gen-on-gen gains across all MLPerf workloads