Coby Hanoch’s Post

Embedded memory for AI? Read this.

To keep edge #AI computing resources low power and low latency, hardware must be designed so that memory is as close to the computing resources as possible. Read this new blog by Gideon Intrater about how #ReRAM is enabling new low-power #AI architectures in advanced nodes, discussing its short-term benefits for edge AI using near-memory compute, and long-term advantages for neuromorphic computing – https://lnkd.in/esZ6KM74 about #embedded #semiconductors #NVM #RRAM #technology #IP_company

Our latest breakthrough, the GIGA POD, embodies this vision. Comprising multiple racks of GIGABYTE GPU servers, the GIGA POD forms a powerful AI-accelerating computing cluster designed to scale up your #AI projects. Imagine speeding up your AI projects, from machine learning to deep learning, with unmatched efficiency. The GIGA POD’s cutting-edge design is built to handle heavy AI computing workloads, allowing you to achieve groundbreaking results and push boundaries.   Don’t miss its showcase at COMPUTEX 2024. Together, let's accelerate the world towards a smarter, more innovative tomorrow. Explore Accevolution of Computing👉 https://gbte.tech/CX24 Stay connected with us 👉https://gbte.tech/3oYM #GIGABYTE #ACCEVOLUTION #AccelerateEvolution #COMPUTING #GIGABYTEai #COMPUTEX2024

🚀 HPC Foundation for LLMs 🌟 *LLMs as an artifact are trending to the complexity of something like the LHC.* -- Andrej Karpathy The High-Performance Computing (HPC) advancements that made Llama 3.1 possible are mind-boggling. The accompanying research paper to Llama 3.1 showcases incredible HPC achievements: 🖥️ 16,000 H100 GPUs working in concert, each at 700W TDP with 80GB HBM3 💾 A distributed file system handling 2-7 TB/s throughput 🔗 AI cluster connecting 24,000 GPUs via a three-layer network 🧩 Innovative 4D parallelism combining tensor, pipeline, context, and data approaches By open-sourcing not just the model, but the intricate details of their HPC setup, Meta has gifted the global AI community a roadmap to push the boundaries of what's possible. This level of transparency in cutting-edge research accelerates progress for everyone. Kudos to Meta for this massive contribution to the AI community! 🎉 [https://lnkd.in/gYWBb_SE] [https://lnkd.in/gke5UxxV] #AI #HPC #LLMs #OpenScience

Unlocking the Future with Innovations in AI and HPC - sharing my recent interaction with PCQuest magazine (a primier Technical Magazine ) Fujitsu and ARM have a strong and collaborative relationship in the HPC and AI domain. As they continue to collaborate on optimizing FUJITSU-MONAKA’s ARM software ecosystem, expect to see even more powerful, energy-efficient, and scalable HPC solutions! #Fujitsu #FujitsuMONAKA Kouichi Hirai Toshio Yoshida https://lnkd.in/gyPHzga5

𝐒𝐮𝐩𝐞𝐫𝐜𝐡𝐚𝐫𝐠𝐢𝐧𝐠 𝐒𝐜𝐢𝐞𝐧𝐜𝐞: 𝐍𝐄𝐓𝐋'𝐬 𝐈𝐧𝐜𝐫𝐞𝐝𝐢𝐛𝐥𝐞 𝟖𝟖𝐱 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐁𝐨𝐨𝐬𝐭 𝐰𝐢𝐭𝐡 𝐂𝐞𝐫𝐞𝐛𝐫𝐚𝐬 𝐂𝐒-𝟐 Imagine the leap in progress if the Cerebras CS-3 system was in play! The National Energy Technology Laboratory (NETL) has already achieved an astounding 88x performance increase in materials modeling using the Cerebras CS-2 system. Here are the groundbreaking highlights from our latest blog: • Implementation of the venerable Ising model: Leveraging this classic model to explore new frontiers. • Massive speedup: Achieving unprecedented speeds compared to optimized CUDA code on GPUs. • Implications for energy-efficient, high-performance computing: Pioneering advancements in sustainable and powerful computing solutions. This transformative development underscores the potential of high-performance computing in revolutionizing scientific research. P.S. The future is here, and it's faster than ever! Dive into our blog for more insights and imagine the possibilities as we continue to push the boundaries of technology. Share your thoughts on how this could impact your field! Read the full blog here: https://lnkd.in/g2DcDGsj Contact us to learn more about how Cerebras can accelerate your AI and HPC workloads: https://lnkd.in/gmWFBAKh

Please check out Ragesh Hajela's talk next week at the Linaro Connect. He will discuss Fujitsu Research's latest work on #oneAPI oneAPI Data Analytics Library #opensource #HPC #AI #UXLfoundation

Looking for a fast, powerful system designed from the ground up to optimize large AI datasets? Consider an AI Cluster. This custom-engineered, Linux-based cluster includes best-of-breed technology (including the NVIDIA® HGX™ A100 and AMD EPYC™), configured for fast deployment and powerful results. Best of all? Our AI Cluster can give you GPU-accelerated computing that scales to any size and still provides stronger ROI compared to the equally powerful but more costly NVIDIA® DGX™. Configure yours today: https://lnkd.in/gxZGPt6T #AI #Cluster #DataCenter