AnalysisDevelopers
28 days ago
Modal achieves 40x faster inference cold starts
Modal cuts inference cold start time by 40x using load prediction, FUSE filesystem, process checkpoint/restore, and CUDA checkpoint. The techniques enable serverless GPU replicas to scale in tens of seconds instead of minutes.