Component Benchmark: Hierarchical Model Profiling for Large-scale Recommendation Systems

Dharak Kharod, Yuzhen Huang, Zhou Wang +11

Large-scale recommendation models pose distinct, under-explored profiling challenges. Most recommendation model architectures are structurally heterogeneous, intermixing memory-ban…