The top conference AAAI 2024 has successfully accepted a recent paper from the AMD. This blog shares about keys of an efficient depth pruning method for both CNN and Vision Transformer, and how this method helps outstanding compression performance across various AI models. 

Written by: Hisham Chowdhury (AMD), Sonbol Yazdanbakhsh (AMD), Lucas Neves (AMD)

Introducing 4-bit quantization for Language Models (LM) on AMD Ryzen™ AI and Radeon™ platforms with DirectML

It's an exciting time for Next-Gen AI PCs! Microsoft unveiled a suite of upcoming transformative AI features, including all-new CoPilot+ experiences that will fundamentally change the way we work and interact with our PCs. Users can be confident that AMD “Strix Point” systems will be Windows 11 ready for Copilot+ experiences as soon as those are ready to load in the not-too-distant future.

Visual computing has transformed how we work, experiment, share ideas, and engage the world. New technologies are changing the game for modern workforces—opening up valuable opportunities in business, science, and technology. But many businesses are settl

AMD invests significant financial resources to provide on-premises and multi-cloud EDA compute infrastructure for its engineers. At AMD IT, we continuously optimize our cloud/data center components. We have traditionally used machine learning (ML) and business intelligence (BI) tools to predict low-level capacity metrics and drive efficiencies. In this article, we will highlight the challenges in managing EDA compute forecast, our approach to the problem, and how we integrate ML/Generative AI in the compute investment optimization process in IT.

AMD is advancing AI with an open ecosystem through its open-source software ROCm^TM, which is designed for GPUs, with a collection of drivers, software tools, libraries and APIs that enable GPU programming with ease.

On this date in 1969, 55 years ago, AMD was founded by Jerry Sanders and seven other co-founders. We used Adobe Photoshop Neural Filters and AI enhancement tools like Topaz Photo AI to restore and colorize some old historical photographs we had in our archives. All restoration work was done on a single AMD Ryzen AI-based laptop.  

AMD Ryzen™ AI   processors and software bring the power of personal computing closer to you on an AI PC, unlocking a whole new level of efficiencies for work, collaboration, and innovation.

Our AI strategy at AMD is focused on enabling the ecosystem with a broad portfolio of training and inference compute engines, open and proven software capabilities, and nurturing the AI ecosystem through co-innovation. We continue to be focused on enabling the next generation of AI models for everyone and make the benefits of AI pervasive.  

Large Language Models (LLMs) are for everyone – not just those who know how to write and run code. Today, we are going to go over some x86 platform choices for AMD Ryzen™ AI versus our competitor and look at how the performance fares between the two in real-world workloads.