Mandlac Technologies’ Post

In this presentation, Evangelos Eleftheriou, Co-Founder and CTO at Axelera AI, we will explore the advanced integration of Digital In-Memory Computing (D-IMC) and RISC-V technology by Axelera AI to accelerate AI inference workloads. Our approach uniquely combines the high energy efficiency and throughput of D-IMC with the versatility of RISC-V technology, creating a powerful and scalable platform. This platform is designed to handle a wide range of AI tasks, from advanced computer vision at the edge to emerging AI challenges. We will demonstrate how our scalable architecture not only meets but exceeds the demands of modern AI applications. Our platform enhances performance while significantly reducing energy use and operational costs. By pushing the boundaries of Edge AI and venturing into new AI domains, Axelera AI is setting new benchmarks in AI processing efficiency and deployment capabilities. Join Evangelos and 80 other global speakers at the AI Hardware & Edge AI Summit, San Jose, CA, on 9-12th September 2024 at Signia by Hilton, San Jose, CA. Learn more: https://lnkd.in/eWfkuckF #AIHWEdgeAISummit #AI #EdgeAI #AIHardware 

Announcing our latest blog post: Introducing TENN: Revolutionizing Computing with an Energy Efficient Transformer Replacement. This development signifies a pivotal moment in the advancement of artificial intelligence, addressing critical challenges surrounding power consumption and computational efficiency. With TENN at the forefront, we anticipate ushering in a new era of AI technology with far-reaching implications across various industries worldwide. Discover more about this groundbreaking innovation by reading the full blog post here: https://lnkd.in/diUsU2pC

Check out this great blog post on TENN, an energy-efficient replacement to traditional ML #transformers. It provides a good overview of various use cases and a comparison of performance, highlighting its potential within the machine learning domain. An essential resource for professionals interested in the latest technological advancements. #MachineLearning #Technology #EdgeAI #AI

The world is starting to appreciate just how essential high-resolution (1MHz) grid-edge data is becoming for managing the grid through the energy transition and beyond.

𝐄𝐱𝐜𝐢𝐭𝐢𝐧𝐠 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭𝐬 𝐢𝐧 𝐀𝐈!🚀 Liquid AI's new Liquid Foundation Models (LFMs) are set to revolutionize the LLM space. 𝙃𝙚𝙧𝙚'𝙨 𝙬𝙝𝙮 𝙩𝙝𝙚𝙮'𝙧𝙚 𝙩𝙪𝙧𝙣𝙞𝙣𝙜 𝙝𝙚𝙖𝙙𝙨: 📊 State-of-the-art performance at every scale 💾 Minimal memory footprint ⚡ Faster, more efficient inference 𝙆𝙚𝙮 𝙞𝙣𝙣𝙤𝙫𝙖𝙩𝙞𝙤𝙣𝙨: 🔖 Memory efficiency: Process longer sequences on the same hardware 🔖 Optimized 32K token context length, even on edge devices 🔖 Customizable architecture for specific platforms and use cases 𝙇𝙁𝙈𝙨 𝙖𝙙𝙙𝙧𝙚𝙨𝙨 𝙘𝙤𝙧𝙚 𝙞𝙨𝙨𝙪𝙚𝙨 𝙤𝙛 𝙏𝙧𝙖𝙣𝙨𝙛𝙤𝙧𝙢𝙚𝙧𝙨, 𝙤𝙛𝙛𝙚𝙧𝙞𝙣𝙜: ⚜️ Reduced memory usage ⚜️ Better performance on resource-constrained devices ⚜️ Increased transparency and control This breakthrough could democratize AI, enabling powerful models on a wider range of devices and opening new possibilities for edge computing. What are your thoughts on LFMs? How might they impact your industry? Try the link in the comments to play with LFMs 👇 #AI #MachineLearning #LiquidAI #EdgeComputing #Innovation

In our data-driven world, we rely on powerful computing systems that generate a lot of heat. The embrace of artificial intelligence, machine learning, and other high-performance computing functions is accelerating power demands. Since air cooling reaches its limits around 20 kilowatts per rack, traditional air-cooled systems can’t manage the heat waste as quickly or efficiently as liquid cooling technologies can. Learn more about Mikros Technologies direct-to-chip cold plates: https://lnkd.in/ducNws8. #AI #ArtificialIntelligence #ML #MachineLearning #Engineering #EnergyEfficiency

Sense is partnering with the Sensus team of Xylem to bring next-generation smart meters capable of capturing and processing 1MHz data to North America. The increase in fidelity will help Sense detect and locate anomalies on the grid, especially those near the home - an area where operators have traditionally lacked visibility. “The lesson we keep learning is that with more data we enable new generations of capabilities. By sampling at 1 MHz and using edge computing, we are able to process almost one billion times the amount of data currently available in the 15-minute interval data from first generation smart meters,” said Mike Phillips, CEO of Sense. “Just as advancements in AI are being driven by large language models, such as GPT-4, made possible by a significant increase in data, Sense’s technology and grid-edge processing will enable the next level of real-time intelligence needed to manage an increasingly complex grid.” Learn more: https://lnkd.in/e3tXweGh #SmartMeters #AMI2.0 #Utilities

The future of artificial intelligence is at the edge! Currently at 5%, estimates predict that edge computing could reach 50% in the coming years. With demands for low latency and real-time operations, the focus on edge computing will revolutionize data analysis, accommodate the hardware needs of AI, and power smart cities. #iworkforComcast #ArtificialIntelligence #EdgeComputing #InternetOfThings https://lnkd.in/gQMDUBeQ

AIGC technology combines AI and graphic computing, demanding high computational power. As AIGC progresses, edge computing will permeate beyond the 'edge', integrating into more devices and scenarios, making computing capabilities smarter and distributed. This fusion brings endless possibilities and opportunities for future intelligent computing. #AIGC #EdgeComputing #AI #Innovation

#VivaTech is back, and so is Multiverse Computing! Where? Booth #L12, Parc des Expositions de la Porte de Versailles in Paris. When? From May 22nd, to May 23th. Invited by HQI France to the Quantum Village, the only booth fully dedicated to #quantumtechnologies at the largest tech event in Europe! As Europe's leading quantum software provider, Multiverse Computing is revolutionizing the industry with quantum, quantum-inspired and AI technologies. The cutting-edge software platforms, #Singularity ™ and #CompactifAI ™, lead the way in innovation, empowering clients to tackle complex challenges in #optimization, #AI and #LLMs compression- making those AI more affordable, accessible, and sustainable. Singularity video: https://lnkd.in/eiTKERYG CompactifAI video: https://lnkd.in/dKj2h9AU #MultiverseComputing #QuantumAI, #quantum #AI #quantumcomputing