Autodesk 的机器学习推理优化：利用 AWS AI 芯片.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.S P S 2 0 1Autodesks ML Inference Optimization:Leveraging AWS AI ChipsMun KimLead Machine Learning Engineer AWS Generative AI Innovation Center(he/him)Kamal Rahimi M

2、alekshanPrincipal Machine Learning Engineer Autodesk(he/him)Anila JoshiStrategic Accounts Leader AWS Generative AI Innovation Center(she/her)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon Confidential and Trademark.3Where innovation meets implementationWhere innovation mee

3、ts implementationAbout Generative AI Innovation&DeliveryUse Case Identification and PrioritizationGenAI Expertise&Best Practice GuidanceBuild and Deploy End-User SolutionsScale and Operate in ProductionThrough discovery and ideation sessions,we learn our customers business needs and help them to ali

4、gn on a generative AI strategy.Our team offers deep strategy and science expertise in generative AI and AI/ML solutions with dedicated staff across the globe.We deliver hundreds of customer solutions in every industry,deploying bespoke solutions that deliver business results.We work to advance AWS g

5、enerative AI workloads,helping customers move quickly from experimentation to production.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaI N T R O Future of AI ComputeA U T O D E S K Autodesk Journey in AIA I I N F R A How Autodesk is Optimizing Model InferenceU S E C A S E

6、Autodesk Bernini 3D GenAI ModelN E U R O N Why NeuronO P T I M I Z A T I O N Bernini on NeuronC L O S I N G Future Infra 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon Confidential and Trademark.AI Infra Cost Will Only GrowAI Infrastructure spending is projected to grow 14