DDN's Data Platform Propels XAI's Colossus to World-Class Performance
DDN's Data Platform Propels XAI's Colossus to World-Class Performance
With 100,000 NVIDIA GPUs, DDN's high-efficiency data platform enables Grok to push the limits of natural language processing and AI inference at an unprecedented scale.
憑藉 100,000 個 NVIDIA GPU,DDN 的高效數據平台使 Grok 能夠以前所未有的規模突破自然語言處理和人工智能推理的極限。
CHATSWORTH, Calif., Nov. 18, 2024 /PRNewswire/ -- DDN, a leading force in AI data intelligence, proudly announces a collaboration with NVIDIA to drive xAI's Project Colossus in Memphis, Tennessee. This collaboration is a cornerstone in xAI's bold vision to expand AI's potential, driving Grok. Initially fueled by a combination of 100,000 NVIDIA Hopper GPUs and the NVIDIA Spectrum-X Ethernet networking platform, the solution maintains a 95% data throughput efficiency level during massive AI training. Colossus will soon scale to 200,000 GPUs, cementing its place as one of the world's most powerful AI supercomputers and advancing the limits of what AI can achieve.
加利福尼亞州查茨沃斯,2024 年 11 月 18 日 /PRNewswire/-- DDN人工智能數據智能領域的領先力量,自豪地宣佈與NVIDIA合作推動 xAi 的 田納西州孟菲斯的 Project Colossus這種合作是xAi大膽願景的基石,即擴大人工智能的潛力,推動Grok的發展。最初由 100,000 的組合提供燃料 NVIDIA Hopper 顯卡 再加上NVIDIA Spectrum-X以太網網絡平台,該解決方案在大規模人工智能訓練期間保持了95%的數據吞吐量效率水平。Colossus 很快將擴展到 200,000 個 GPU,鞏固其作爲世界上最強大的人工智能超級計算機之一的地位,並突破人工智能所能實現的極限。
The Memphis facility, now a true data metropolis stretching across multiple data halls, has been designed to satisfy Grok's requirement for speed, scale, and raw computational power. Think of this infrastructure as converting a high-rise into a bustling hub, fully optimized to support one of the world's most powerful AI engines. At its core, DDN's advanced AI data platform, turbocharged by the NVIDIA accelerated computing platform, combines the power of DDN's EXAScaler and Infinia solutions. This setup delivers the scale and precision that cutting-edge AI demands—an engine fine-tuned for extreme efficiency and designed to handle intensive generative AI workloads.
孟菲斯設施現已成爲橫跨多個數據大廳的真正數據大都市,其設計旨在滿足 Grok 對速度、規模和原始計算能力的要求。可以將這種基礎設施想象成將高層建築改造成繁華的樞紐,經過全面優化,可支持世界上最強大的人工智能引擎之一。在NVIDIA加速計算平台的推動下,DDN的先進人工智能數據平台的核心結合了DDN的力量 ExaScaler 和 英菲尼亞 解決方案。這種設置提供了尖端人工智能所需的規模和精度,該引擎經過微調,可實現極高的效率,專爲處理密集的生成式 AI 工作負載而設計。
DDN's platform, designed for organizations to scale model training and inference, allows data to flow smoothly and efficiently, thanks to its streamlined DataPath technology. This setup maximizes data movement without the usual strain on hardware, power, cooling, or network resources, enabling xAI to expand Colossus' training capabilities while keeping costs down and minimizing environmental impact. The result is a supercomputer that is as efficient as it is powerful.
DDN 的平台專爲組織擴展模型訓練和推理而設計,得益於其簡化的 DataPath 技術,數據可以順暢高效地流動。這種設置可以最大限度地提高數據移動,而不會對硬件、電源、冷卻或網絡資源造成通常的壓力,從而使 xAI 能夠擴展 Colossus 的訓練能力,同時降低成本並最大限度地減少對環境的影響。結果是一臺既高效又強大的超級計算機。
Leaders on the Cutting Edge:
處於前沿的領導者:
"By powering DDN's platform with NVIDIA's accelerated computing platform, we are equipping xAI with the technology needed to advance its most ambitious AI projects," said Alex Bouzari, CEO and co-founder of DDN. "Our solutions are specifically engineered to drive efficiency at massive scale, and this deployment at xAI perfectly demonstrates the capabilities of our high-performance, AI-optimized technology."
DDN首席執行官兼聯合創始人亞歷克斯·布扎裏表示:「通過使用NVIDIA的加速計算平台爲DDN平台提供動力,我們爲xAI配備了推進其最雄心勃勃的人工智能項目所需的技術。」「我們的解決方案專爲大規模提高效率而設計,而在xAi的這次部署完美地展示了我們高性能、人工智能優化技術的功能。」
Elon Musk, CEO of xAI said on X: "Colossus is the most powerful AI training system in the world. Moreover, it will double in size to 200k (50k H200s) in a few months. Excellent work by the team, NVIDIA and our many partners/suppliers."
xAi首席執行官埃隆·馬斯克在X上表示:「巨像是世界上最強大的人工智能訓練系統。此外,它的大小將在幾個月內翻一番,達到20萬(5萬 H200)。團隊、NVIDIA 和我們的許多合作伙伴/供應商都做得非常出色。」
"Powerful AI systems require cutting-edge performance and scalability to meet the increasing demands of frontier AI models," said Dion Harris, director of accelerated data center product solutions at NVIDIA. "Complementing the power of 100,000 NVIDIA Hopper GPUs connected via the NVIDIA Spectrum-X Ethernet platform, DDN's cutting-edge data solutions provide xAI with the tools and infrastructure needed to drive AI development at exceptional scale and efficiency, helping push the limits of what's possible in AI."
NVIDIA加速數據中心產品解決方案主管Dion Harris表示:「強大的人工智能系統需要尖端的性能和可擴展性,以滿足前沿人工智能模型不斷增長的需求。」「除了通過NVIDIA Spectrum-X以太網平台連接的10萬個NVIDIA Hopper GPU的強大功能外,DDN的尖端數據解決方案爲xAi提供了以非凡的規模和效率推動人工智能開發所需的工具和基礎設施,幫助突破人工智能可能性的極限。」
Unprecedented Training Power and Efficiency
Project Colossus, supercharged by DDN, sets a new benchmark in AI model training power and speed. Grok taps into the massive compute power of 100,000 GPUs, all seamlessly supported by DDN's EXAScaler and Infinia solutions. DDN's data platform drastically reduces training time, enabling rapid model iteration and greater flexibility for updates. With Colossus and DDN's architecture, xAI can tackle larger datasets and increasingly complex model architectures, driving breakthrough performance in applications like natural language processing and conversational AI—all at a scale previously thought unachievable.
前所未有的訓練能力和效率
由 DDN 推動的 Project Colossus 在 AI 模型訓練能力和速度方面樹立了新的基準。Grok 利用了 100,000 個 GPU 的巨大計算能力,所有這些都由 DDN 的 ExaScaler 和 Infinia 解決方案無縫支持。DDN 的數據平台極大地縮短了訓練時間,從而實現了快速的模型迭代和更大的更新靈活性。藉助 Colossus 和 DDN 的架構,xAI 可以處理更大的數據集和日益複雜的模型架構,推動自然語言處理和對話式人工智能等應用程序的突破性性能,所有這些都以前認爲無法實現的規模。
Powering Real-World AI Inference at Scale
Beyond training, DDN's high-efficiency platform amplifies AI inference capabilities in Colossus, allowing xAI to deploy powerful models at scale. DDN's streamlined data pathways boost inference speeds for real-time applications, ensuring Grok's impact is felt directly by users across platforms like X. The enhanced performance Colossus achieves by leveraging DDN solutions primes Grok to become one of the most advanced AI systems available commercially, bringing AI-driven user experiences to new heights and setting the standard for speed and scalability in real-world applications.
爲現實世界中的大規模人工智能推理提供支持
除訓練外,DDN 的高效平台還增強了 Colossus 的人工智能推理能力,允許 xAI 大規模部署強大的模型。DDN 簡化的數據路徑提高了實時應用程序的推理速度,確保 X 等平台的用戶可以直接感受到 Grok 的影響。Colossus 利用 DDN 解決方案實現的增強性能使 Grok 成爲市面上最先進的人工智能系統之一,將人工智能驅動的用戶體驗提升到新的高度,併爲現實世界應用程序的速度和可擴展性設定了標準。
DDN Enables AI Success at Three Critical Levels:
DDN 使 AI 在三個關鍵層面上取得成功:
- Data Center & Cloud Optimization: DDN solutions deliver end-to-end optimization across compute, network, and storage for GPU workloads, drastically reducing overhead and inefficiencies by 75% compared to others. In large language models (LLMs), DDN achieves a 10x cost benefit by optimizing data loading, checkpointing, and inference in generative AI (GenAI). This means faster AI results, with lower costs, in a smaller footprint.
- AI Framework/LLM/GenAI Acceleration: DDN accelerates the analytics layer in AI workflows, often boosting LLM performance by up to 10x, even in constrained environments. This reduces GPU waste, speeds up training, and shortens time to market for AI products, providing a strong business advantage.
- Data Orchestration and Movement Optimization: The DDN platform ensures efficient data flow across edge, data center, and multi-cloud environments. By minimizing latency and reducing unnecessary data transfer, we cut costs and enhance scalability, creating a flexible, future-proof infrastructure for AI-driven innovation.
- 數據中心和雲優化:DDN 解決方案爲 GPU 工作負載提供跨計算、網絡和存儲的端到端優化,與其他解決方案相比,將開銷和效率低下大幅降低 75%。在大型語言模型 (LLM) 中,DDN 通過優化生成式 AI (GenAI) 中的數據加載、檢查點和推理,實現了 10 倍的成本效益。這意味着在更小的佔地面積內,以更低的成本更快地獲得人工智能結果。
- AI 框架/LLM/GenAI 加速:DDN 可加速 AI 工作流程中的分析層,即使在受限的環境中也通常將 lLm 性能提高多達 10 倍。這減少了 GPU 浪費,加快了培訓速度,縮短了 AI 產品的上市時間,從而提供了強大的業務優勢。
- 數據編排和移動優化:DDN 平台確保跨邊緣、數據中心和多雲環境的高效數據流。通過最大限度地減少延遲和減少不必要的數據傳輸,我們削減了成本並增強了可擴展性,爲人工智能驅動的創新創建了靈活、面向未來的基礎架構。
A Legacy of Collaboration with NVIDIA
與 NVIDIA 合作的遺產
For over seven years, DDN has been working with NVIDIA on supercomputing innovations, starting with the renowned Selene supercomputer. This collaboration grew to include support for the Eos supercomputer and now extends to the latest NVIDIA Blackwell platform.
七年多來,DDN 一直與 NVIDIA 合作進行超級計算創新,首先是著名的 賽琳娜超級計算機。這種合作擴大到包括對以下方面的支持 Eos 超級計算機 現在擴展到最新的 英偉達布萊克威爾 平台.
About DDN
關於 DDN
DDN is the world's leading data intelligence company that provides an advantage to over 11,000 customers focused on unlocking real-time AI & HPC insights. The DDN Data Intelligence Platform supercharges more than 500,000 GPUs worldwide across a broad range of use cases, including autonomous driving, financial services, healthcare, research and academia. Manage complex data, enhance performance, deliver cost savings, increase security and accelerate your AI & HPC workloads at scale from edge to core to cloud.
DDN 是全球領先的數據情報公司,爲 11,000 多名專注於解鎖實時 AI 和 HPC 見解的客戶提供了優勢。DDN 數據情報平台可在包括自動駕駛、金融服務、醫療保健、研究和學術界在內的各種用例中爲全球超過 500,000 個 GPU 提供增強。從邊緣到核心再到雲,管理複雜數據,增強性能,節省成本,提高安全性並加速您的 AI 和 HPC 工作負載。
Contact:
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SOURCE DataDirect Networks (DDN)
來源 DataDirect 網絡 (DDN)
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