最大化GenAI性能：GPU及其他.pdf

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1、Confidential Information Nscale Group B.V.2024Maximising GenAI Performance:The GPU&BeyondConfidential Information Nscale Group B.V.2024Karl HavardCOO NscaleSeptember 11,2024Maximising GenAI PerformanceConfidential Information Nscale Group B.V.202401 FactorsThe key elements of GenAI performance,its n

2、ot just the GPU.02 MaturityAs the market matures,values,priority and focus will change03 CorrelationGenAI performance will directly correlate to business performanceContextMaximising GenAI Performance /FactorsThe key elements of GenAI performance,its not just about the GPU.01 Factors02 Maturity03 Co

3、rrelationConfidential Information Nscale Group B.V.2024The Tech StackThe Tech StackExternal FactorsExternal FactorsConfidential Information Nscale Group B.V.2024Exper t i s eNet wor ki ngCool i ngPowerLocat i onSpecialismTrainingIn-houseExternalT1 LocationCostCapacityLatencyTypeCostBi-productEfficie

4、ncy100%RenewableCostScaleEfficiencyNatural SourcesSovereigntyCommunityMobilityGPUs&GPUI nt er connectSwi t ch Gear Et cSt or ageOr ches t r at i on LayerM odel Opt i mi s at i onUs er I nt er f aceTrainingTuningInferencingMaximising GenAI Performance /FactorsAs the market matures,values,priority and

5、 focus will change01 Factors:02 Maturity03 CorrelationMaximising GenAI Performance /MaturityConfidential Information Nscale Group B.V.2024Focused onThe Model MakerThe Model MakerHow many GPUs do you have?How much are they?When are they available?ScaleScaleTimeTimeCostCostMaximising GenAI Performance

6、 /MaturityConfidential Information Nscale Group B.V.2024TodayEnterprise Enterprise LeadershipLeadershipOutcomes&Outcomes&Business ValueBusiness ValueSecurity&Security&ResilienceResilienceSustainability&Sustainability&ComplianceComplianceMaximising GenAI Performance /MaturityConfidential Information

7、Nscale Group B.V.2024Focused onTomorrowCan you help us use GenAI to create new products and services?What about helping us to achieve our ESG goals?Can we create our own GenAI Private Cloud with Tier 3 capability?As an aside.=Confidential Information Nscale Group B.V.2024Exper t i s eNet wor ki ngCo

8、ol i ngPowerLocat i onSpecialismTrainingIn-houseExternalT1 LocationCostCapacityLatencyTypeCostBi-productEfficiency100%RenewableCostScaleEfficiencyNatural SourcesSovereigntyCommunityMobilityGPUs&GPUI nt er connectSwi t ch Gear Et cSt or ageOr ches t r at i on LayerM odel Opt i mi s at i onUs er I nt

9、er f aceTrainingTuningInferencingThe performance conversation will change;transparency will be key.transparency will be key.Secur i t y&Res i l i enceEssentialEssentialPreferredPreferredBonusBonusMaximising GenAI Performance /MaturityGenAI performance will directly correlate to business performance0

10、1 Factors:02 Maturity03 CorrelationMaximising GenAI Performance /CorrelationConfidential Information Nscale Group B.V.2024Business PerformanceBusiness PerformanceGenAI PerformanceGenAI PerformanceHigh performance training means faster time to deploymentHigh performance inferencing means a much bette

11、r user experienceDelivered securelysecurely,ensuring compliancecompliance,in region and with 100%100%renewable energyrenewable energy means you achieve your ESG goalsEvergreen technologyEvergreen technologywith scale to grow provides peace of mind for your future needsTransparencyTransparency,so you

12、 know exactly what you are committing to;nothing hidden Maximising GenAI Performance /CorrelationConfidential Information Nscale Group B.V.2024Glomfjord,Norway60MW of Contiguous Capacity.Strategically located near the Arctic Circle in Norway,Nscale leverages the environments natural cooling.The data

13、 centre is powered by 100%renewable energy and features energy-efficient adiabatic cooling,streamlined operations,and scalability.Nscale benefits from some of the lowest cost-renewable power on earth making it one of the lowest cost AI training hubs in the world.Our vertical integration and low-cost

14、 power enables us to deliver sustainable,high-performance AI infrastructure more quickly and more cost-effectively than our competitors.Maximising GenAI Performance /CorrelationConfidential Information Nscale Group B.V.2024Building a pipeline of sites across Europe and the USOperationalOperationalGl

15、omfjord,Norway:60MWGreenfield PipelineGreenfield PipelineTexas,USA:Up to 400 MWOhio,USA:Up to 333 MWColocation PartnersColocation PartnersStavanger,Norway:6 MW Oslo,Norway:6 MW Total Capacity of 0.805 GigaWattsTotal Capacity of 0.805 GigaWattsWith more on the horizon.With more on the horizon.Maximis

16、ing GenAI Performance /CorrelationConfidential Information Nscale Group B.V.2024Thank youTo learn more about our platform,visit and:Elios workshop is later today 4.15PM-5.15PM in the Valley RoomFollowed by our Networking event at SP2 Bar&Restaurant from 6.30-8.30pm.And please visit us on Booth 43&44Maximising GenAI Performance /CorrelationConfidential Information Nscale Group B.V.2024