AWS reveals next-gen chip to train AI systems

AWS will begin offering its new Trainium2 training chips in 2024
The growing demand for AI-powered solutions demonstrates how businesses across all industries are embracing the transformative power of AI

The race for AI dominance continues, as the potential for AI to transform industries across the globe intensifies. AI is already being used in a number of industries to automate tasks, improve customer service, and make better decisions. 

The application of AI is only expected to grow in the years to come, and companies that can successfully harness the power of this technology will have a significant advantage in the digital economy.

What is driving the AI market?

Currently, the growing demand for AI-powered solutions means that organisations across all industries are recognising the value of AI and are looking for ways to incorporate it into business operations. As well as this, the increasing availability of data is fueling AI's development, with companies that have access to large datasets being able to train AI models that are more accurate and powerful.

The cost of computing power has been steadily declining, which is making it more affordable for companies to deploy AI-powered applications, further driving the demand for AI solutions. The increasing interest from governments and regulators means the potential of AI to address social and economic challenges is leading to increased investment in AI research and development.

A new chip to compete against the market

At the re:Invent 2023 conference in Las Vegas, Amazon Web Services (AWS) Chief Executive Adam Selipsky announced Trainium2, the second generation of chip designed for training AI systems. Selipsky said the new version is four times as fast as its predecessor while being twice as energy efficient.

As reported by AWS, in 2022, the company released a high-performance machine learning chip, Trainium, which significantly accelerates the training of generative AI models, reducing training time from months to weeks, or even days, in some cases. Trainium's ability to reduce both costs and energy consumption makes it an attractive choice for model development, offering potential savings of up to 50% in costs and 29% in energy consumption compared to comparable instances.

The release of the Trainium2 chip follows an announcement from Microsoft surrounding its own AI chip, Maia. The Trainium2 will also face competition from Alphabet's Google, which has made its Tensor Processing Unit (TPU) available to its cloud computing customers since 2018.

Selipsky explains that AWS will begin offering its new Trainium2 training chips in 2024. This surge in custom-designed chips reflects the intensifying competition to secure the computing power necessary for developing technologies such as large language models (LLMs).

Amazon's decision to delve into AI chip development reflects the growing significance of AI in the cloud computing landscape. The cloud computing firms are offering their chips as a complement to Nvidia, the market leader in AI chips whose products have faced supply chain constraints for the past year.

As AI applications become increasingly prevalent, cloud providers are under immense pressure to deliver the necessary computing power to support these applications effectively. Trainium2 serves as a testament to Amazon's commitment to addressing this growing demand and maintaining its competitive edge in the cloud computing market.

******

For more insights into the world of Technology - check out the latest edition of Technology Magazine and be sure to follow us on LinkedIn & Twitter.

Other magazines that may be of interest - AI Magazine | Cyber Magazine | Data Centre Magazine

Please also check out our upcoming event - Sustainability LIVE Net Zero on 6 and 7 March 2024.  

******

BizClik is a global provider of B2B digital media platforms that covers executive communities for CEOs, CFOs, CMOs, sustainability leaders, procurement & supply chain leaders, technology & AI leaders, fintech leaders as well as covering industries such as manufacturing, mining, energy, EV, construction, healthcare and food.

Based in London, Dubai, and New York, Bizclik offers services such as content creation, advertising & sponsorship solutions, webinars & events.

Share

Featured Articles

NTT DATA: CEO Abhijit Dubey to Lead New Phase of Growth

NTT DATA's appointment of Abhijit Dubey as its first non-Japanese CEO heralds a new era of technological innovation for the Japanese IT giant

EY: The Call for Responsible Innovation in Quantum Computing

EY and Oxford University study highlights the critical balance between innovation and responsibility as quantum computing approaches commercial reality

Rimini Street: The Need for IT Leaders to Deliver ROI

As IT costs soar and budgets tighten, CFOs & CIOs are forging closer partnerships to ensure technology investments deliver value and drive business growth

Amazon in Europe: Committing to German Cloud & AI Expansion

Cloud Computing

Gen AI Boom Drives Nvidia Value to Overtake Microsoft

Digital Transformation

IBM & Wimbledon: AI Is Changing the Game for Sports

AI & Machine Learning