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Accelerating AI tasks while preserving data security

Accelerating AI tasks while preserving data security
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South koreaMengjia yanKyungmi leeJoel emerAnantha chandrakasanSchool of engineeringKorea foundation for advancedSamsung electronicsInternational symposium on microarchitectureArtificial intelligence laboratoryCareer development assistant professorElectrical engineeringComputer scienceVannevar bush professorKorea foundation

New techniques efficiently accelerate sparse tensors for massive AI models

New computational techniques, “HighLight” and “Tailors and Swiftiles,” could dramatically boost the speed and performance of high-performance computing applications like graph analytics or generative AI. The work, from MIT and NIVIDIA, aims to accelerate sparse tensors for AI models by introducing more efficient and flexible ways to take advantage of sparsity.

Joel emerTaylor swiftZi yu xueYannan nellie wuVivienne szeInternational symposium on microarchitectureArtificial intelligence laboratoryMit ai hardware programDepartment of electrical engineeringResearch laboratory of electronicsElectrical engineeringComputer scienceResearch laboratoryYannan nellie wu phdZi yu xueVivienne sze

Innovative Techniques Boost Sparse Tensors for Large AI Models

Innovative Techniques Boost Sparse Tensors for Large AI Models
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Yannan nellie wuVivienne szeZi yu xueJoel emerTaylor swiftDepartment of electrical engineeringMit ai hardware programResearch laboratory of electronicsArtificial intelligence laboratoryInternational symposium on microarchitectureElectrical engineeringComputer scienceResearch laboratoryYannan nellie wu phd

Accelerating AI tasks while preserving data security

Accelerating AI tasks while preserving data security
miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.

South koreaKyungmi leeMengjia yanAnantha chandrakasanJoel emerKorea foundation for advancedSchool of engineeringSamsung electronicsArtificial intelligence laboratoryInternational symposium on microarchitectureCareer development assistant professorElectrical engineeringComputer scienceVannevar bush professorKorea foundation

Accelerating AI tasks while preserving data security

Accelerating AI tasks while preserving data security
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Mengjia yanAnantha chandrakasanKyungmi leeJoel emerJose luis olivaresInternational symposium on microarchitectureArtificial intelligence laboratorySchool of engineeringCareer development assistant professorElectrical engineeringComputer scienceVannevar bush professorDesign space exploration