Amazon Web Services Beats Cloud Rivals with First Volta Instances

By Tiffany Trader

October 26, 2017

Driven by a surging demand for HPC and AI compute power, the delay between the introduction of high-end GPUs and adoption by cloud vendors is shrinking. With the Nvidia V100 launch ink still drying and other big cloud vendors still working on Pascal generation rollouts, Amazon Web Services has become the first cloud giant to offer the Tesla Volta GPUs, beating out competitors Google and Microsoft.

Google had been the first of the big three to offer P100 GPUs, but now we learn that Amazon is skipping Pascal entirely and going directly to Volta with the launch of V100-backed P3 instances that include up to eight GPUs connected by NVLink. It was only one year ago that AWS deployed its Tesla K80 “P2” instances, two years after the Kepler-generation silicon debuted at SC14. Microsoft, which has been hoisting the HPC flag in its Azure cloud (most recently via its Cycle Computing acquisition in August and this week’s deal to colo Cray supers) has said it will deploy Tesla P100 gear by year’s end.

Amazon’s P3 instances employ customized Intel Xeon E5-2686 v4 processors running at up to 2.7 GHz and come in three sizes: p3.2xlarge with one GPU; p3.8xlarge with four GPUs; and p3.16xlarge with eight GPUs. Each GPU comprises 5,120 CUDA cores and another 640 Tensor cores, providing a theoretical maximum of 125 teraflops of mixed-precision, 15.7 teraflops of single-precision, and 7.8 teraflops of double-precision. High-speed NVLink interconnection on the four and eight-GPU instances allows the GPUs to communicate directly without going through the CPU or the PCI-Express fabric.

Source: Amazon (click to enlarge)

The boost to deep learning workloads provided by the Tensor cores as well as the other HPC-focused attributes of Volta (enhanced cache, HBM2 memory and NVLink) provide justification for Amazon’s quick embrace of the V100 GPUs. With the aforementioned Tensor cores delivering 125 peak tensor teraflops per GPU, the V100 provides up to 12 times more throughput for deep learning training compared to P100 FP32 operations, and for deep learning inference, up to six times more throughput compared to P100 FP16 operations. (Of note, Nvidia and Baidu published research earlier this month showing how they are achieving FP32 accuracy with mixed-precision performance; summarized nicely here.)

In a press statement, Matt Garman, vice president of Amazon EC2, commented on the speedup over AWS’s K80-backed P2 instances and the traction for GPU computing. “When we launched our P2 instances last year, we couldn’t believe how quickly people adopted them,” he said. “Most of the machine learning in the [AWS] cloud today is done on P2 instances, yet customers continue to be hungry for more powerful instances.” He added that P3 instances offer up to 14 times better performance than P2 instances for training machine learning models and 2.7 times more double-precision floating point arithmetic for HPC applications.

The P3 instances are available now in four regions: US East (Northern Virginia), US West (Oregon), EU (Ireland), and Asia Pacific (Tokyo). They can be purchased via On-demand, Reserved or Spot pricing.

Amazon is also releasing new deep learning AMIs configured with CUDA 9 for Volta. The AMIs come preinstalled with popular frameworks like Google’s TensorFlow and Caffe2, optimized for the V100 GPU and the P3 instance family.

In related news, Nvidia announced that its AI cloud container registry is generally available. Previewed at GTC17 in May, the Nvidia GPU Cloud (NGC) runs on the company’s distribution of Docker containers and is touted as “purpose built” for developing deep learning models on GPUs. Similar to the AWS AMI, the NGC service provides access to common GPU-accelerated frameworks, such as TensorFlow, Caffe, Microsoft Cognitive Toolkit (CNTK) and Torch, as well as CUDA for application development.

AWS is the first public cloud to interface with the NGC tool, which is free to users. Nvidia says it plans to expand support to other cloud platforms soon.

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industy updates delivered to you every week!

Nvidia Aims Clara Healthcare at Drug Discovery, Imaging via DGX

April 12, 2021

Nvidia Corp. continues to expand its Clara healthcare platform with the addition of computational drug discovery and medical imaging tools based on its DGX A100 platform, related InfiniBand networking and its AGX develop Read more…

Nvidia Serves Up Its First Arm Datacenter CPU ‘Grace’ During Kitchen Keynote

April 12, 2021

Today at Nvidia’s annual spring GPU technology conference, held virtually once more due to the ongoing pandemic, the company announced its first ever Arm-based CPU, called Grace in honor of the famous American programmer Grace Hopper. Read more…

Nvidia Debuts BlueField-3 – Its Next DPU with Big Plans for an Expanded Role

April 12, 2021

Nvidia today announced its next generation data processing unit (DPU) – BlueField-3 – adding more substance to its evolving concept of the DPU as a full-fledged partner to CPUs and GPUs in delivering advanced computi Read more…

Nvidia’s Newly DPU-Enabled SuperPOD Is a Multi-Tenant, Cloud-Native Supercomputer

April 12, 2021

At GTC 2021, Nvidia has announced an upgraded iteration of its DGX SuperPods, calling the new offering “the first cloud-native, multi-tenant supercomputer.” The newly announced SuperPods come just two years after the Read more…

Tune in to Watch Nvidia’s GTC21 Keynote with Jensen Huang – Recording Now Available

April 12, 2021

Join HPCwire right here on Monday, April 12, at 8:30 am PT to see the Nvidia GTC21 keynote from Nvidia’s CEO, Jensen Huang, livestreamed in its entirety. Hosted by HPCwire, you can click to join the Huang keynote on our livestream to hear Nvidia’s expected news and... Read more…

AWS Solution Channel

Volkswagen Passenger Cars Uses NICE DCV for High-Performance 3D Remote Visualization

 

Volkswagen Passenger Cars has been one of the world’s largest car manufacturers for over 70 years. The company delivers more than 6 million automobiles to global customers every year, from 50 production locations on five continents. Read more…

The US Places Seven Additional Chinese Supercomputing Entities on Blacklist

April 8, 2021

As tensions between the U.S. and China continue to simmer, the U.S. government today added seven Chinese supercomputing entities to an economic blacklist. The U.S. Entity List bars U.S. firms from supplying key technolog Read more…

Nvidia Serves Up Its First Arm Datacenter CPU ‘Grace’ During Kitchen Keynote

April 12, 2021

Today at Nvidia’s annual spring GPU technology conference, held virtually once more due to the ongoing pandemic, the company announced its first ever Arm-based CPU, called Grace in honor of the famous American programmer Grace Hopper. Read more…

Nvidia Debuts BlueField-3 – Its Next DPU with Big Plans for an Expanded Role

April 12, 2021

Nvidia today announced its next generation data processing unit (DPU) – BlueField-3 – adding more substance to its evolving concept of the DPU as a full-fle Read more…

Nvidia’s Newly DPU-Enabled SuperPOD Is a Multi-Tenant, Cloud-Native Supercomputer

April 12, 2021

At GTC 2021, Nvidia has announced an upgraded iteration of its DGX SuperPods, calling the new offering “the first cloud-native, multi-tenant supercomputer.” Read more…

Tune in to Watch Nvidia’s GTC21 Keynote with Jensen Huang – Recording Now Available

April 12, 2021

Join HPCwire right here on Monday, April 12, at 8:30 am PT to see the Nvidia GTC21 keynote from Nvidia’s CEO, Jensen Huang, livestreamed in its entirety. Hosted by HPCwire, you can click to join the Huang keynote on our livestream to hear Nvidia’s expected news and... Read more…

The US Places Seven Additional Chinese Supercomputing Entities on Blacklist

April 8, 2021

As tensions between the U.S. and China continue to simmer, the U.S. government today added seven Chinese supercomputing entities to an economic blacklist. The U Read more…

Habana’s AI Silicon Comes to San Diego Supercomputer Center

April 8, 2021

Habana Labs, an Intel-owned AI company, has partnered with server maker Supermicro to provide high-performance, high-efficiency AI computing in the form of new Read more…

Intel Partners Debut Latest Servers Based on the New Intel Gen 3 ‘Ice Lake’ Xeons

April 7, 2021

Fresh from Intel’s launch of the company’s latest third-generation Xeon Scalable “Ice Lake” processors on April 6 (Tuesday), Intel server partners Cisco, Dell EMC, HPE and Lenovo simultaneously unveiled their first server models built around the latest chips. And though arch-rival AMD may... Read more…

Intel Launches 10nm ‘Ice Lake’ Datacenter CPU with Up to 40 Cores

April 6, 2021

The wait is over. Today Intel officially launched its 10nm datacenter CPU, the third-generation Intel Xeon Scalable processor, codenamed Ice Lake. With up to 40 Read more…

Julia Update: Adoption Keeps Climbing; Is It a Python Challenger?

January 13, 2021

The rapid adoption of Julia, the open source, high level programing language with roots at MIT, shows no sign of slowing according to data from Julialang.org. I Read more…

Intel Launches 10nm ‘Ice Lake’ Datacenter CPU with Up to 40 Cores

April 6, 2021

The wait is over. Today Intel officially launched its 10nm datacenter CPU, the third-generation Intel Xeon Scalable processor, codenamed Ice Lake. With up to 40 Read more…

CERN Is Betting Big on Exascale

April 1, 2021

The European Organization for Nuclear Research (CERN) involves 23 countries, 15,000 researchers, billions of dollars a year, and the biggest machine in the worl Read more…

Programming the Soon-to-Be World’s Fastest Supercomputer, Frontier

January 5, 2021

What’s it like designing an app for the world’s fastest supercomputer, set to come online in the United States in 2021? The University of Delaware’s Sunita Chandrasekaran is leading an elite international team in just that task. Chandrasekaran, assistant professor of computer and information sciences, recently was named... Read more…

HPE Launches Storage Line Loaded with IBM’s Spectrum Scale File System

April 6, 2021

HPE today launched a new family of storage solutions bundled with IBM’s Spectrum Scale Erasure Code Edition parallel file system (description below) and featu Read more…

10nm, 7nm, 5nm…. Should the Chip Nanometer Metric Be Replaced?

June 1, 2020

The biggest cool factor in server chips is the nanometer. AMD beating Intel to a CPU built on a 7nm process node* – with 5nm and 3nm on the way – has been i Read more…

Saudi Aramco Unveils Dammam 7, Its New Top Ten Supercomputer

January 21, 2021

By revenue, oil and gas giant Saudi Aramco is one of the largest companies in the world, and it has historically employed commensurate amounts of supercomputing Read more…

Quantum Computer Start-up IonQ Plans IPO via SPAC

March 8, 2021

IonQ, a Maryland-based quantum computing start-up working with ion trap technology, plans to go public via a Special Purpose Acquisition Company (SPAC) merger a Read more…

Leading Solution Providers

Contributors

Can Deep Learning Replace Numerical Weather Prediction?

March 3, 2021

Numerical weather prediction (NWP) is a mainstay of supercomputing. Some of the first applications of the first supercomputers dealt with climate modeling, and Read more…

Livermore’s El Capitan Supercomputer to Debut HPE ‘Rabbit’ Near Node Local Storage

February 18, 2021

A near node local storage innovation called Rabbit factored heavily into Lawrence Livermore National Laboratory’s decision to select Cray’s proposal for its CORAL-2 machine, the lab’s first exascale-class supercomputer, El Capitan. Details of this new storage technology were revealed... Read more…

New Deep Learning Algorithm Solves Rubik’s Cube

July 25, 2018

Solving (and attempting to solve) Rubik’s Cube has delighted millions of puzzle lovers since 1974 when the cube was invented by Hungarian sculptor and archite Read more…

African Supercomputing Center Inaugurates ‘Toubkal,’ Most Powerful Supercomputer on the Continent

February 25, 2021

Historically, Africa hasn’t exactly been synonymous with supercomputing. There are only a handful of supercomputers on the continent, with few ranking on the Read more…

The History of Supercomputing vs. COVID-19

March 9, 2021

The COVID-19 pandemic poses a greater challenge to the high-performance computing community than any before. HPCwire's coverage of the supercomputing response t Read more…

HPE Names Justin Hotard New HPC Chief as Pete Ungaro Departs

March 2, 2021

HPE CEO Antonio Neri announced today (March 2, 2021) the appointment of Justin Hotard as general manager of HPC, mission critical solutions and labs, effective Read more…

AMD Launches Epyc ‘Milan’ with 19 SKUs for HPC, Enterprise and Hyperscale

March 15, 2021

At a virtual launch event held today (Monday), AMD revealed its third-generation Epyc “Milan” CPU lineup: a set of 19 SKUs -- including the flagship 64-core, 280-watt 7763 part --  aimed at HPC, enterprise and cloud workloads. Notably, the third-gen Epyc Milan chips achieve 19 percent... Read more…

Microsoft, HPE Bringing AI, Edge, Cloud to Earth Orbit in Preparation for Mars Missions

February 12, 2021

The International Space Station will soon get a delivery of powerful AI, edge and cloud computing tools from HPE and Microsoft Azure to expand technology experi Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire