通过可持续计算实现智能.pdf

1、Enabling IntelligenceThrough Sustainable ComputingUnrestricted|AI Hardware Summit|Siemens 2024|Siemens Digital Industries SoftwaresustainabilitynounThe ability to be maintained at a certain rate or level:the sustainability of economic growth the long-term sustainability of the project“Avoidance of t

2、he depletion of natural resources to maintain an ecological balance:the pursuit of global environmental sustainability the ecological sustainability of the planetUnrestricted|AI Hardware Summit|Siemens 2024|Siemens Digital Industries SoftwareThree pillars of sustainabilityUnrestricted|AI Hardware Su

3、mmit|Siemens 2024|Siemens Digital Industries SoftwareTechnologicalEnsuring the product can be built and is fit for purposePowerPerformanceetcEconomicCan it be built in a way that is profitableCost of manufactureCost of ownershipetcEnvironmentalMinimizing the negative impact on the environmentEnergy

4、to manufactureMaterialsetcNeed to keep all three in balance to build successful businesses,it is bigger than just environmental sustainabilityAI adoption trending upwards,with GenAI usage doubling since 2023Unrestricted|AI Hardware Summit|Siemens 2024|Siemens Digital Industries SoftwareGrowth will c

5、ontinue to accelerate as more use-cases come online and larger models expand applicabilitySource:McKinseyAI model size increase continues to rapidly increaseUnrestricted|AI Hardware Summit|Siemens 2024|Siemens Digital Industries SoftwareAs AI model size grows so does its capability and demands on su

6、stainabilityMore complex technology needsHigher power demandsGreater resource utilizationSource:EpochThe AI growth drives compute demand,boosting the semiconductor industryUnrestricted|AI Hardware Summit|Siemens 2024|Siemens Digital Industries Software22%CAGR Source:GartnerComplexity is compoundingH