NVIDIA's massive A100 GPU isn't for you

Nvidia CEO shows off

Combined with innovative GPU-optimised software and simplified management tools, these fully-integrated systems are created to give data scientists the most powerful tools for AI development-from the office to the data center. "These new systems will significantly boost performance on all accelerated workloads for HPC, data analytics, deep learning training and deep learning inference".

The Nvidia A100 GPU is the company's first GPU to use the new Ampere architecture.

The NVIDIA A100 GPU has 40 GB of high-speed HBM2 memory with 1555 GB/sec of memory bandwidth-a 73% increase compared to Tesla V100.

The card is also arriving packaged as a prebuilt system with the DGX A100, a $199,000 server unit. The 4U form factor with eight GPUs is intended for customers that want to scale their deployment as their processing requirements expand.

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As reported by MarketWatch, Nvidia CEO Jensen Huang has confirmed in a media briefing prior to GTC 2020 that the chipmaker will use the latest Ampere microarchitecture for all of its next-generation graphics cards.

"The data center is the new computing unit", Huang said, adding that NVIDIA is accelerating performance gains from silicon, to the ways CPUs and GPUs connect, to the full software stack, and, ultimately, across entire data centres.

The A100 GPU will also support PCI Express Gen 4 with faster bandwidth than before and the A100 GPUs will be able to connect to PCIe 4.0-capable CPUs, now on AMD Zen-2 based CPUs. An additional AIOM slot supports a Supermicro AIOM card or an OCP 3.0 mezzanine card. Soon Databricks and Google Cloud Dataproc will be offering Spark with GPU acceleration. Announced at the company's long-delayed GTC conference, the A100 isn't intended for gamers, or even for workstation users. The EGX A100 converged accelerator combines an NVIDIA Mellanox SmartNIC with GPUs powered by the new NVIDIA Ampere architecture, so enterprises can run AI at the edge more securely.

If past releases are any indication, we could expect to hear something in August or September, with a full-scale release of new graphics cards to happen shortly thereafter. For Meedios, James will cover news regarding mobile devices, mobile operating systems, and more.

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