Intel英特尔英特尔® Gaudi® 3 AI 加速器性能和经济分析 — 白皮书.pdf

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TheNewAIAccelerator

EconomicLandscape

AUTHOR

RussFellowsINPARTNERSHIPWITH

VP,Labs|Signal65

FEBRUARY2025

Overview

Withoutquestion,oneoftheleadingtopicsofconversationwithintheworldofITisthatofartificialintelligence,with

almostnosubjecthavinggainedtractionfasterinthepast30years.Tofurthersupportthisclaim,TheFuturumGroup’s

Intelligencedivisionsurveyedover100CIO’sfromFortune500andGlobal2000organizations.

Accordingtotheseresults,nearly80%ofcompaniesareintheprocessofconductingAIpilotprojects.Futurum’s

researchaskedwhatchallengestheseITleaderswerefacing,andover50%listedadoptingemergingtechnologiessuch

asAIastheirbiggestchallenge.Additionally,whenexaminingthekeyissuesdrivingtheirITpurchasing,issuesincluding

modernization,innovationandAIadoptionwereallinthetopfivemostcitedcriteria.

ThispaperseekstobuilduponourearlieranalysisoftheIntel®Gaudi®2AIAcceleratoranditspotentialimpacton

enterprises.InthatstudyweanalyzedreportedusageofGaudi2,includingMLCommonsresultsforstandardAItraining

workloads.Inthisnewresearch,wedetailtheresultsofourhands-ontestingofIntel®Gaudi®3AIAcceleratorvs.a

leadingcompetitorwhilerunninginferencingworkloadsontwodifferentLlama3.1LargeLanguageModels(LLMs).

Toprovidemeaningful,real-worlddatapointsforITandbusinessexecutives,Signal65developedanAItestingplatform

torunandmeasureAIworkloadperformance.TheSignal65AItestsuitewasdevelopedincollaborationwithKamiwaza–

acommercialAIinferencingplatform.TheSignal65AItest-suiteleveragestheKamiwazastacktoaccuratelymeasuringAI

LLMinferencingperformanceonvarioushardwareandsoftwareplatforms.

Keytakeaways

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