NVIDIA DGX SYSTEMS ENTERPRISE SUPPORT SERVICES 1 3-year term is offered on DGX Station. Discover more in the pdf datasheet The graph in Figure 7 demonstrates the following performance results:The latest DGX A100 multi-system clusters use a network based on a fat tree topology using advanced Mellanox adaptive routing and Sharp collective technologies to provide well-routed, predictable, contention-free communication from each system to every other system.The DGX A100 system contains six second-generation NVIDIA NVSwitch fabrics that interconnect the A100 GPUs using third-generation NVIDIA NVLink high-speed interconnects. As the engine of the NVIDIA data center platform, A100 can efficiently scale to thousands of GPUs or, with NVIDIA Multi-Instance GPU (MIG) technology, be partitioned into seven GPU instances to accelerate workloads of all sizes. The DGX A100 incorporates a one-to-one relationship between the I/O cards and the GPUs, which means each GPU can communicate directly with external sources without blocking other GPU access to the network. Organizations of all kinds are incorporating AI into their research, development, product, and business processes. However, the enterprise requires a platform for AI infrastructure that improves upon traditional approaches, which historically involved slow compute architectures that were siloed by analytics, training, and inference workloads. Built on the 7 nm process, and based on the GA100 graphics processor, the card supports DirectX 12 Ultimate. DGX A100 is available now.The first-generation Tensor Cores used in the NVIDIA DGX-1 with V100 provided accelerated performance with mixed-precision MMA in FP16 and FP32. This allows the NVIDIA DGX A100 to be clustered with other nodes to run HPC and AI workloads using low latency, high bandwidth InfiniBand, or RDMA over Converged Ethernet (RoCE). With structured sparsity, each node in a sparse network performs the same amount of data fetches and computations, and results in balanced workload distribution and better utilization of compute nodes. Rather than use up all the network bandwidth to transfer this data over and over, high performance local storage is implemented with NVMe drives to cache this data.
The A100 GPU incorporates 40 GB high-bandwidth HBM2 memory, larger and faster caches, and is designed to reduce AI and HPC software and programming complexity. The combination of the groundbreaking A100 GPUs with massive computing power and high-bandwidth access to large DRAM, and fast interconnect technologies, makes the NVIDIA DGX A100 system optimal for dramatically accelerating complex networks like BERT.On an NVIDIA A100 GPU with MIG enabled, parallel compute workloads can access isolated GPU memory and physical GPU resources as each GPU instance has its own memory, cache, and streaming multiprocessor. Enterprises, developers, data scientists, and researchers need a new platform that unifies all AI workloads, simplifying infrastructure and accelerating ROI.What's Included in NVIDIA DGX Systems SupportThe NVIDIA A100 Tensor Core GPU delivers unprecedented acceleration at every scale for AI, data analytics, and high-performance computing (HPC) to tackle the world’s toughest computing challenges. This latest generation in the DGX A100 uses larger matrix sizes, improving efficiency and providing twice the performance of the V100 Tensor Cores along with improved performance for INT4 and binary data types. 2 Applicable on DGX-1, DGX-2 and DGX Station only 3 Not applicable to DGX Station 4 Next business day service may not be available in all regions. NVIDIA DGX™ A100 is the universal system for all AI infrastructure and workloads, built on the revolutionary NVIDIA A100 Tensor Core GPU and backed by over a decade of AI innovation at NVIDIA. The GA100 graphics processor is a large chip with a die area of 826 mm² and 54,200 million transistors. Their skill set includes system design and planning, data center design, workload testing, job scheduling, resource management, and ongoing optimizations. The DGX A100 GPU includes an additional dual-port ConnectX-6 card that can be used for high-speed connection to external storage.
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