Cache Me if You Can: Accelerating Diffusion Models through Block Caching.
Felix WimbauerBichen WuEdgar SchönfeldXiaoliang DaiJi HouZijian HeArtsiom SanakoyeuPeizhao ZhangSam S. TsaiJonas KohlerChristian RupprechtDaniel CremersPeter VajdaJialiang WangPublished in: CoRR (2023)
Keyphrases
- diffusion models
- prefetching
- cache replacement
- semantic caching
- user perceived latency
- cache management
- hit ratio
- web caching
- diffusion model
- caching scheme
- information diffusion
- data access
- consistency maintenance
- caching strategies
- query processing
- hit rate
- response time
- social networks
- replacement policy
- dynamic content
- cache replacement algorithm
- influence maximization
- web documents
- viral marketing
- cache invalidation
- cache consistency
- cached data
- greedy algorithm
- image sequences
- search engine