layer,name,mean_ms,std_ms,pct_total,operation
1,TVE,3,0.3,6.7,SBERT forward + W projections
2,VRC,5,0.5,11.1,FAISS L2 search + spiral re-rank
3,SDC,4,0.4,8.9,Matrix subtract + L2 norm + tanh
4,CPG,6,1.2,13.3,Iterative purge; avg 3.7 steps
5,RFG,2,0.2,4.4,Element-wise pow + normalize
6,CCB,8,1.5,17.8,BFS shortest path + sort
7,FV,17,2.1,37.8,LCS + DeBERTa-v3-small forward
Total,All,45,3.2,100.0,"A100-SXM4-80GB, single query"