DC25_SLIDES_Track14_FlowModelCanGiveYou_HyunjunAn_V2.pdf

1、Information Classification:GeneralWelcome to ConferenceJanuary 2830,2025Santa Clara Convention Center1ExpoJanuary 2930,2025Information Classification:GeneralFlow Model Can Give You Optimal and Diverse Design Guidance for TSV Array Placement in HBMSpeaker:Hyunjun An(KAIST)Paper Authors:Hyunjun An(KAI

2、ST),Keunwoo Kim(KAIST),Haeyeon Rachel Kim(KAIST),Junghyun Lee(KAIST),Taein Shin(KAIST),Keeyoung Son(KAIST)and Joungho Kim(KAIST)2Information Classification:GeneralImageSPEAKERSHyunjun AnM.S.Student,Korea Advanced Institute of Science and Technology(KAIST)Email address:anhyunjunkaist.ac.kr-Machine Le

3、arning-based SI/PI Analysis-Design Automation of 2.5-D/3-D ICs3Information Classification:GeneralContents4I.Introduction to TSV Array Placement Problem II.Proposal of Hardware Problem Specialized-Generative Flow Network(HPS-GFN)III.Problem Setup for TSV Array Placement Problem IV.Verification of the

4、 Proposed MethodV.ConclusionInformation Classification:GeneralContents5I.Introduction to TSV Array Placement Problem II.Proposal of Hardware Problem Specialized-Generative Flow Network(HPS-GFN)III.Problem Setup for TSV Array Placement Problem IV.Verification of the Proposed MethodV.ConclusionInforma

5、tion Classification:GeneralRapid Development of Generative AI6Currently,a diverse services based on generative AI are rapidly emerging.Information Classification:GeneralTrend of Generative AI:Aggressively Increasing Model Size7Model size is aggressively increasing,encouraged by introduction to multi

6、-modal AI.Visual SystemAuditory SystemRecognitiveSystemInformation Classification:GeneralHBM:The Solution for Intense Computational Demand8High bandwidth memory(HBM)is a memory with high density interconnect,providing ultra-wide bandwidth and large memory capacity.Information Classification:GeneralT