T4 は世界をリードするエンタープライズ サーバーに GPU による高速化をもたらします。
NVIDIA T4 エンタープライズ GPU と CUDA-X 高速化ライブラリは、今日のモダン データ センター向けに設計されたメインストリーム サーバーを加速します。NGC 対応の検証との併用で、このサーバーは、さまざまな高速化されたワークロードで優れた性能を発揮します。NVIDIA NGC サポート サービスをオプションで利用すれば、さらに安心です。NVIDIA T4 を IT チームが活用すると、世界の主要なサーバーで標準的な GPU 対応データ センター インフラストラクチャを構築できます。
仮想デスクトップ インフラストラクチャ (VDI) のパフォーマンスが最大 33% 向上*
機械学習のトレーニングが最大 35 倍高速化
ディープラーニングのトレーニングが最大 10 倍高速化
ディープラーニングの推論で分析情報を得るまでの時間が 40 倍高速化
構成情報
AI 市場においてディープラーニングは比較的最近にもたらされましたが、企業は既に数十年にわたり、機械学習を利用してデータから分析情報を収集してきました。NVIDIA T4 データ センター GPU はそのような機械学習の手法を CUDA-X AI ソフトウェア高速化ライブラリ RAPIDS を利用して加速できます。RAPIDS は、GPU でデータの準備と機械学習を高速化するための一連のオープンソース ライブラリです。Python など、人気の開発ツールを利用して、T4 GPU は XGBoost、PCA、K-means、k-NN、DBScan、tSVD 等のアルゴリズムを含む CPU だけのサーバーと比較して機械学習を最大 35 倍高速化できます。
NVIDIA T4 は革新的な NVIDIA Turing™ Tensor コア テクノロジと AI ワークロードの多精度コンピューティングをベースにしています。FP32 から FP16、INT8、さらには INT4 に対応する画期的な性能を備えた T4 は、CPU の最大 40 倍のパフォーマンスを発揮します。トレーニングの場合、2 基の T4 GPU を搭載した 1 台のサーバーは、9 基のデュアルソケット搭載の CPU だけのサーバーに匹敵します。 開発者は、NVIDIA CUDA-X AI ソフトウェア ライブラリを利用し、あらゆる AI フレームワークと統合し、Turing Tensor コアの能力を解き放つことができます。CUDA をベースに開発された NVIDIA の並列プログラミング モデル、CUDA-X ライブラリは、人工知能 (AI)、自律動作マシン、ハイ パフォーマンス コンピューティング、グラフィックスそれぞれに固有のコンピューティング要件に合わせて最適化します。
NVIDIA T4 搭載のメインストリーム サーバーは仮想 GPU ソフトウェアのパートナーにより認定されています。場所とデバイスを問わず、ユーザーは高品質の仮想デスクトップを利用できます。ナレッジ ワーカー、モバイル プロフェッショナルからデザイナー、エンジニアまで、T4 と NVIDIA 仮想 GPU ソフトウェア (NVIDIA GRID® Virtual PC (GRID vPC) と NVIDIA Quadro® 仮想 データ センター ワークステーション (Quadro vDWS)) を組み合わせると VDI が高速化され、CPU のみの VDI 環境に比べ、最大 33% パフォーマンスが向上します。
世界最高レベルのパフォーマンスを実現するためにソフトウェアを最適化するには、オペレーティング システム、ドライバーからライブラリ、フレームワーク、アプリケーションに至るまで、さまざまなソフトウェア層を深く理解する必要があります。NGC コンテナーは GPU コンピューティング向けに構成済みで、高度に最適化されています。このコンテナーは、比類なき NVIDIA の専門知識と、GPU 対応ディープラーニング フレームワーク、RAPIDS ソフトウェア、NVIDIA TensorRT™、600 を超えるハイ パフォーマンス コンピューティング アプリケーションからなるエコシステム サポートを提供します。 NVIDIA の NGC 対応プログラムを利用すると、あらゆるサーバー メーカーが自社システムで NGC コンテナーを検証できます。NGC 対応サーバーを利用すれば、データ センター の管理者は GPU を備えたサーバーを自信をもって展開できます。簡単に設定し、高速化されたさまざまなアプリケーションで優れたパフォーマンスを発揮できることがわかっているからです。
VDI: GRID vPC tested on a server with 2x Intel Xeon Gold 6148 (20c, 2.4 GHz), GRID vPC with T4-1B (64 VMs), VMware ESXi 6.7, NVIDIA vGPU Software (410.91/412.16), Windows 10 (1803), 2 vCPUs, 4GB RAM, Resolution 1920x1080 resolution, Single Monitor, VMware Horizon 7.6 User experience was measured using an NVIDIA internal benchmarking tool which measured remoted frames running office productivity applications such as Microsoft PowerPoint, Word, Excel, Chrome, PDF viewing and video playback.
Machine Learning: CPU nodes (61 GB of memory, 8 vCPUs, 64-bit platform), Apache Spark. 200 GB CSV dataset; Data preparation includes joins, variable transformations. GPU Server Config: Dual-Socket Xeon E5-2698 v4@3.6GHz, 20 T4 GPUs on 5 nodes, each with 4 T4 GPUs. All run on InfiniBand network, CPU data for XGBoost and Data Conversion steps are estimated based on measured data for 20 CPU nodes, and reducing execution time by 60% to normalize for training on smaller data set on T4.
Deep Learning Training and Inference: GPU: Dual-Socket Xeon E5-2698 v4@3.6GHz. GPU Servers: 2xT4s for Training, 1xT4 for Inference, NGC 18.11-py3 Container with CUDA 10.0.130; NCCL 2.3.7, cuDNN 7.4.1.5; cuBLAS 10.0.130 | NVIDIA Driver: 384.145.
Cisco enables organizations and partners to embrace the latest innovations that drive digital transformation. We help organizations grow their businesses and respond to changing technology, customer, and market trends. For more than 30 years, Cisco has helped our customers build networks, automate, orchestrate, integrate, and digitize information technology (IT)-based products and services. Today, Cisco is helping lead the way by transforming businesses, governments, and cities worldwide with differentiated innovations like cloud computing, analytics, machine learning, security, collaboration, and artificial intelligence.
Learn More >
Dell empowers countries, communities, customers and people everywhere to use technology to realize their dreams. Customers trust us to deliver technology solutions that help them do and achieve more, whether they're at home, work, school or anywhere in their world.
Regardless of your HPC, AI, or VDI requirements, HPE has the best in class people, technology and partners to ensure you’re ready for today and tomorrows’ projects and challenges. We continuously innovate and deliver differentiated production-level solutions. Get faster insights with accelerated IT and solutions, using leading edge technologies and services from HPE.
Fujitsu is the leading Japanese information and communication technology (ICT) company, offering a full range of technology products, solutions, and services. Approximately 140,000 Fujitsu people support customers in more than 100 countries. We use our experience and the power of ICT to shape the future of society with our customers. Fujitsu Limited (TSE: 6702) reported consolidated revenues of 4.1 trillion yen (US $39 billion) for the fiscal year ended March 31, 2018.
Inspur is a leading intelligent computing solutions provider, ranked among the world’s top three server vendors. Inspur’s cutting-edge hardware products and designs are widely delivered and deployed in major data centers around the globe, serving important technology arenas like open computing, cloud, AI and deep learning. Inspur provides customers with customized IT infrastructures and AI solutions that are Tier 1 in quality and energy efficiency. Inspur’s products are optimized for applications and workloads built for data center environments.
At Lenovo, our goal is to be the most trusted data center partner – empowering customers’ Intelligent Transformation and solving humanity’s greatest challenges.
Sugon is a leading enterprise in the field of HPC, servers, storage, cloud and big data in China. Focus on HPC since 1993 and crown China HPC Top100 9 times in 10 years. sugon has mastered a series of core technologies of HPC, cooling Technology, Network Technology, Artificial Intelligence Technology and so on. Since 2006, strategic partner to NVIDIA. Having full spectrum GPU workstations and servers, inference server, training server, AI/RTX workstation.
Supermicro (SMCI), a leading innovator in high-performance, high-efficiency server technology, is a premier provider of advanced server Building Block Solutions® for Data Center, Cloud Computing, Enterprise IT, Hadoop/Big Data, AI/Deep Learning, HPC and Embedded Systems worldwide. Supermicro is committed to protecting the environment through its “We Keep IT Green®” initiative and provides customers with the most energy-efficient, environmentally-friendly solutions available on the market.
ASRock Rack Inc., established in 2013, specializes in the field of cloud computing server hardware. While inheriting ASRock’s design concepts, “Creativity, Consideration, Cost-effectiveness,” the company is dedicated to bringing the server industry out of the box thinking with the passion to innovate. Leveraged by ASRock’s growing momentum and distribution channels, this young and vibrant company targets the booming market of cloud computing and commits to serving the market with user friendly and eco-friendly "do-it-yourself" server hardware, featuring flexible and reliable products.
GIGABYTE has released and continues to develop a range of high performance computing systems. From strict component selection to a focus on design that meets market requirements, GIGABYTE demands and achieves the high product quality standards. GIGABYTE HPC systems are not only renowned for quality and reliability, but also the flexibility offered that allows scientists to meet simulation and analytics challenges. As a result of close cooperation with NVIDIA, GIGABYTE offers a comprehensive portfolio of systems compatible with NVIDIA Tesla and GRID accelerators.
Quanta Cloud Technology (QCT) is a global datacenter solution provider that combines the efficiency of hyperscale hardware with infrastructure software from a diversity of industry leaders to solve next-generation datacenter design and operation challenges. QCT serves cloud service providers, telecoms and enterprises running public, hybrid and private clouds. Product lines include hyper-converged and software-defined datacenter solutions as well as servers, storage, switches, integrated racks with a diverse ecosystem of hardware component and software partners. QCT designs, manufactures, integrates and services cutting edge offerings via its own global network. The parent of QCT is Quanta Computer, Inc., a Fortune Global 500 corporation.
TYAN is a leading provider of server motherboards and server platforms. TYAN designs, manufactures, and markets advanced x86 and x86-64 server/workstation board technology, platforms, and server solution products. Its products are sold to OEMs, VARs, system integrators and resellers worldwide for a wide range of applications. TYAN enables its customers to be technology leaders by providing scalable, highly integrated, and reliable products for a wide range of applications such as server appliances and solutions for HPC, hyper-scale/data center, server storage, and security appliance markets.
Wiwynn is an innovative cloud IT infrastructure provider of high quality computing and storage products, as well as rack solutions for leading data centers. Wiwynn aggressively invests in next generation technologies for workload optimization and best TCO (Total Cost of Ownership). As an OCP (Open Compute Project) solution provider and platinum member, Wiwynn actively participates in advanced computing and storage system designs while constantly implementing the benefits of OCP into traditional data centers.
ASUS is a Taiwan-based, multinational computer hardware and consumer electronics company that was established in 1989. ASUS became widely known in North America when it revolutionized the PC industry in 2007 with its Eee PC™. Today, the company is pioneering new mobile trends with the ASUS ZenFone™ series, and it is rapidly developing virtual and augmented reality products as well as IOT devices and robotics technologies.