Sony Pixel Power calrec Sony

Scaling to New Heights: NVIDIA MLPerf Training Results Showcase Unprecedented Performance and Elasticity

12/06/2024

The full-stack NVIDIA accelerated computing platform has once again demonstrated exceptional performance in the latest MLPerf Training v4.0 benchmarks.

NVIDIA more than tripled the performance on the large language model (LLM) benchmark, based on GPT-3 175B, compared to the record-setting NVIDIA submission made last year. Using an AI supercomputer featuring 11,616 NVIDIA H100 Tensor Core GPUs connected with NVIDIA Quantum-2 InfiniBand networking, NVIDIA achieved this remarkable feat through larger scale - more than triple that of the 3,584 H100 GPU submission a year ago - and extensive full-stack engineering.

Thanks to the scalability of the NVIDIA AI platform, Eos can now train massive AI models like GPT-3 175B even faster, and this great AI performance translates into significant business opportunities. For example, in NVIDIA's recent earnings call, we described how LLM service providers can turn a single dollar invested into seven dollars in just four years running the Llama 3 70B model on NVIDIA HGX H200 servers. This return assumes an LLM service provider serving Llama 3 70B at $0.60/M tokens, with an HGX H200 server throughput of 24,000 tokens/second.

NVIDIA H200 GPU Supercharges Generative AI and HPC The NVIDIA H200 Tensor GPU builds upon the strength of the Hopper architecture, with 141GB of HBM3 memory and over 40% more memory bandwidth compared to the H100 GPU. Pushing the boundaries of what's possible in AI training, the NVIDIA H200 Tensor Core GPU extended the H100's performance by up to 47% in its MLPerf Training debut.

NVIDIA Software Drives Unmatched Performance Gains Additionally, our submissions using a 512 H100 GPU configuration are now up to 27% faster compared to just one year ago due to numerous optimizations to the NVIDIA software stack. This improvement highlights how continuous software enhancements can significantly boost performance, even with the same hardware.

This work also delivered nearly perfect scaling. As the number of GPUs increased by 3.2x - going from 3,584 H100 GPUs last year to 11,616 H100 GPUs with this submission - so did the delivered performance.

Learn more about these optimizations on the NVIDIA Technical Blog.

Excelling at LLM Fine-Tuning As enterprises seek to customize pretrained large language models, LLM fine-tuning is becoming a key industry workload. MLPerf introduced a new LLM fine-tuning benchmark this round, based on the popular low-rank adaptation (LoRA) technique applied to Meta Llama 2 70B.

The NVIDIA platform excelled at this task, scaling from eight to 1,024 GPUs, with the largest-scale NVIDIA submission completing the benchmark in a record 1.5 minutes.

Accelerating Stable Diffusion and GNN Training NVIDIA also accelerated Stable Diffusion v2 training performance by up to 80% at the same system scales submitted last round. These advances reflect numerous enhancements to the NVIDIA software stack, showcasing how software and hardware improvements go hand-in-hand to deliver top-tier performance.

On the new graph neural network (GNN) test based on R-GAT, the NVIDIA platform with H100 GPUs excelled at both small and large scales. The H200 delivered a 47% boost on single-node GNN training compared to the H100. This showcases the powerful performance and high efficiency of NVIDIA GPUs, which make them ideal for a wide range of AI applications.

Broad Ecosystem Support Reflecting the breadth of the NVIDIA AI ecosystem, 10 NVIDIA partners submitted results, including ASUS, Dell Technologies, Fujitsu, GIGABYTE, Hewlett Packard Enterprise, Lenovo, Oracle, Quanta Cloud Technology, Supermicro and Sustainable Metal Cloud. This broad participation, and their own impressive benchmark results, underscores the widespread adoption and trust in NVIDIA's AI platform across the industry.

MLCommons' ongoing work to bring benchmarking best practices to AI computing is vital. By enabling peer-reviewed comparisons of AI and HPC platforms, and keeping pace with the rapid changes that characterize AI computing, MLCommons provides companies everywhere with crucial data that can help guide important purchasing decisions.

And with the NVIDIA Blackwell platform, next-level AI performance on trillion-parameter generative AI models for both training and inference is coming soon.
LINK: https://blogs.nvidia.com/blog/mlperf-training-benchmarks/...
See more stories from nvidia

Most recent headlines

06/10/2025

France Tlvisions Wins Prestigious 2025 EBU Technology & Innovation Award in Groundbreaking Collaboration with Dalet

France T l visions, France's leading broadcaster, has received the 2025 EBU ...

04/09/2025

Monumental Sports & Entertainment and Dalet Win Prestigious 2025 NAB Show Project of the Year Award

Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...

30/06/2025

The Forsytes Season 2 Commissioned by MASTERPIECE on PBS

Star Studded Ensemble Cast Are Joined by Richard Rankin as Filming Begins on the Second Season [June 12, 2025 - Boston, MA]: The Forsytes, Debbie Horsfield...

30/06/2025

Artemis II Mission Advances with Successful RS-25 Engine Checkout Tests

The Artemis II Space Launch System core stage is integrated with the solid rocket boosters inside High Bay 3 of the Vehicle Assembly Building at NASAs Kennedy S...

30/06/2025

WRAL-WRAZ Raleigh Names Heather Gray as VP and GM

RALEIGH, N.C. Capitol Broadcasting Co. has named Heather Gray vice president and general manager of WRAL-TV and WRAZ-TV here....

30/06/2025

VAB Awards JJ Freeman Engineering Award to Bill Sewell of WTKR/WGNT

The Virginia Association of Broadcasters has recognized Bill Sewell, Director of Engineering at WTKR & WGNT in Norfolk, Va. as the recipient of the 2025 J.J. Fr...

30/06/2025

SBE Recruits 49 New Members

The Society of Broadcast Engineers said its annual member drive resulted in the recruitment of 49 individual members....

30/06/2025

Avid Releases Full Integration of MediaCentral, Wolftech News

BURLINGTON, Mass. Avid today released its fully integrated news platform, uniting MediaCentral and Wolftech News in a single newsroom solution, and will demonst...

30/06/2025

FCC Fines Sinclair $500,000

WASHINGTON The Federal Communication's Enforcement and Media Bureaus have entered into a Consent Decree with Sinclair Broadcast Group to resolve a variety o...

30/06/2025

Qu-Bit announce the Bloom v2

Eurorack sequencer module reimagined California-based modular synth innovators Qu-Bit have announced the launch of a new module that offers a fresh new take...

30/06/2025

Berklee at Umbria Jazz Clinics to Host 40th Anniversary Concert

Berklee at Umbria Jazz Clinics to Host 40th Anniversary Concert The celebration will be held on July 10 in Perugia, Italy. By Colette Greenstein June 30, 202...

30/06/2025

PremiumBeat Tips and Tricks

PremiumBeat Tips and Tricks Brie Clayton June 30, 2025 0 Comments When editing to impress, you'll need quality music, and if your studio happens t...

30/06/2025

Techivation launch T-De-Esser Pro Mk2

Improved dynamic behaviour, improved audio quality & more Techivation have announced the release of an upgraded edition of their very first premium plug-in,...

30/06/2025

Beln Cuesta and Karra Elejalde Star in 'El nio', the New Film by Mariano Barroso

Back to All News Bel n Cuesta and Karra Elejalde Star in El ni o, the New Film ...

30/06/2025

A New Dangerous Troll Awakens: Netflix Unleashes Teaser for 'Troll 2'

Back to All News A New Dangerous Troll Awakens: Netflix Unleashes Teaser for Troll 2Play Video Play Video Entertainment 30 June 2025 GlobalNorwayDenmarkSwe...

30/06/2025

The Focusrite Summer Sale is now on

The Focusrite Summer Sale is now on Don't miss unbeatable deals on Scarlett, Vocaster, and more. Whether you're an artist, a producer, or a podcaste...

30/06/2025

Yellowstone origin story 1923 starring Harrison Ford and Helen Mirren comes to RT One and RT Player

All 8 episodes of Season 1 of 1923 will be available on RT Player from Tuesday ...

30/06/2025

Thales 2025 Global Cloud Security Study Reveals Organizations Struggle to Secure Expanding, AI-Driven Cloud Environments

Facebook Twitter LinkedIn 52% report AI security spending is displacing tr...

30/06/2025

Thales Alenia Space to develop SOLiS very-high-throughput laser communications demonstrator

Facebook Twitter LinkedIn Cannes, June 30th, 2025 - Thales Alenia Space, t...

29/06/2025

Roland introduce the Mood Pan

Handpan-inspired instrument announced Roland have announced the launch of the Mood Pan, a unique electronic hand percussion instrument that has been designe...

29/06/2025

A Secret Society, Ritualistic Killings, and a Century-Old Curse Netflix and YRF Entertainment's 'Mandala Murders' Premieres July 25

Back to All News A Secret Society, Ritualistic Killings, and a Century-Old Curs...

28/06/2025

Press Release: NFVF Marks Youth Month by Empowering Future Creatives Through Film & TV Bursaries

Johannesburg, 27 June 2025 - As the nation commemorates Youth Month 2025, the N...

28/06/2025

FCC Chair Brendan Carr Promises Very, Very Busy, Productive Summer

WASHINGTON In a press conference following the Federal Communications Commission's May Open Meeting, Chair Brendan Carr promised the agency would move rapid...

28/06/2025

Spectrum Awards $1.1 Million in 2025 Spectrum Digital Education Grants

STAMFORD, Conn. Charter Communications has awarded $1.1 million in Spectrum Digital Education grants to 55 nonprofit organizations that work to expand access to...

28/06/2025

Sonnet Announces Echo 20 Thunderbolt 4 SuperDock Now Veri...

LAKE FOREST, Calif. June 19, 2025 What's New: Sonnet Technologies today announced the certification of its Echo 20 Thunderbolt 4 SuperDock as an Engin...

28/06/2025

IDC Names MASV One of Three Most Innovative Companies in...

MASV (massive.io), the fastest and most reliable large file transfer platform for media professionals, has been named an IDC Innovator in the IDC Innovators: Me...

28/06/2025

TV SKYLINE Expands Live Production Capabilities with Late...

Grass Valley today announced that TV SKYLINE GmbH, one of Europe's top mobile production providers, has expanded its camera inventory with 30 LDX 135 UHD/HD...

28/06/2025

AgileTV has been selected to develop and implement LIWEST...

AgileTV, a European leader in TV and video technology solutions, signed an agreement with Austrian telco LIWEST to develop and implement its TV service in Austr...

28/06/2025

Scaler 3.1 update from Scaler Music

Music theory plug-in updated Three months on from the release of the latest version of their renowned music theory plug in, Scaler Music have launched an up...

28/06/2025

The 48th Annual Indian National Finals Rodeo Shot with Blackmagic PYXIS 6K

The 48th Annual Indian National Finals Rodeo Shot with Blackmagic PYXIS 6K Brie Clayton June 27, 2025 0 Comments Filmmaker Cameron Mackey relied on Bl...

28/06/2025

Social, Streaming Don't Compete, They Compliment

Social, Streaming Don't Compete, They Compliment Andy Marken June 27, 2025 0 Comments I think we've all arrived at a very special place. Spir...

28/06/2025

Blackmagic Design Captures Filipino Rock Band Drama Singtala

Blackmagic Design Captures Filipino Rock Band Drama Singtala Brie Clayton June 27, 2025 0 Comments Blackmagic URSA Mini Pro 12K and DaVinci Resolve St...

28/06/2025

Enhance Videos Faster with Aiarty Video Enhancer - Offline, Sharp, and Natural

Enhance Videos Faster with Aiarty Video Enhancer - Offline, Sharp, and Natural Brie Clayton June 27, 2025 0 Comments If you've used AI video tools...

27/06/2025

Give Me the Backstory: Get to Know Eva Victor, the Writer-Director Behind Sorry, Baby

By Jessica Herndon One of the most exciting things about the Sundance Film Fest...

27/06/2025

Spotify Launches K-Pop Performance Video Series . . . Next Up, TWS

K-Pop remains one of the biggest genres globally, and many fans just can't get enough of it. That's why Spotify has launched a new series of K-Pop perf...

27/06/2025

Family Cybersecurity CEO: Protecting Kids, Parents, and My Sanity From Scams

In our latest blog post, Rafael Rivera highlights the rising threat of online scams, and the important role cybersecurity plays in protecting families across ge...

27/06/2025

FCC Sets Comment Deadlines on Proposed Foreign Ownership Rules

WASHINGTON The Federal Communications Commission has set deadlines for comments to a notice of proposed rulemaking (NPRM) to codify certain foreign ownership re...

27/06/2025

FCC Chair Brendan Carr Promises Very, Very Busy, Productive Summer'

WASHINGTON In a press conference following the Federal Communications Commission's May Open Meeting, Chair Brendan Carr promised the agency would move rapid...

27/06/2025

Klevgrand introduce Walls reverb plug-in

From grounded realism to bending, impossible geometries Klevgrand have announced the release of a new algorithmic reverb plug-in which they say deconstruct...

27/06/2025

GIK Acoustics: Room EQ Wizard Tutorial

Learn to use REW for room analysis Acoustic treatment is one of the most important factors in any studio, and with the extensive range of products available...

27/06/2025

HDMI Forum Introduces v2.2 of the HDMI Specification

SAN JOSE, Calif. The HDMI Forum has released Version 2.2. of the HDMI Specification with 96Gbps bandwidth and next-gen HDMI Fixed Rate Link technology to provid...

27/06/2025

TV Skyline Expands Live Production Capabilities with Grass Valley Cameras

MONTREAL Grass Valley has announced that TV Skyline GmbH, one of Europe's top mobile production providers, has expanded its camera inventory with the acquis...

27/06/2025

Fubo Adds Weigel Broadcasting's Networks

NEW YORK & CHICAGO FuboTV Inc. and Weigel Broadcasting Co. have announced a multi-year agreement for distribution of seven networks including MeTV, H&I, Movies!...

27/06/2025

Americans' Favorite Pastime is Watching TV

NEW YORK A national survey of U.S. consumers shows 66% of us watch TV all or most of the time and also multitask while doing it....

27/06/2025

Sunbeam, Findal Media Ink Deal to Broadcast ABC Miami

MIAMI Sunbeam Television has reached a multiyear agreement with Findal Media & Technology Group to broadcast the new ABC Miami beginning Aug. 4....

27/06/2025

AccuWeather Signs Weather Data Deal with AI Search Provider Perplexity

STATE COLLEGE, Pa. AccuWeather has announced a deal with Perplexity, a AI-powered search and answer engine, that will bring AccuWeathers weather data and severe...

27/06/2025

New FCC Commissioner Olivia Trusty Announces Staff Appointments

WASHINGTON After being sworn in on June 23 as the Federal Communications Commission's newest Commissioner, Olivia Trusty has hit the ground running with the...

27/06/2025

FCC sets Deadlines for Comments on Proposed Foreign Ownership Rules

WASHINGTON The Federal Communications Commissions has set deadlines for comments to a Notice of Proposed Rulemaking (NPRM) to codify certain foreign ownership r...

27/06/2025

TAG Video Systems and Gencom Technology Forge Strategic P...

TAG Video Systems, the leader in software-based IP media probing, monitoring, visualization, and analytics, has announced a new collaboration with Gencom Techno...

27/06/2025

France-tv Streamlines Master Control Capabilities with PR...

Pixel Power (A Rohde & Schwarz Company) has recently been working with France T l visions, the French national public TV broadcaster, on a number of projects fo...