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Scalability analysis on Digits

1Per-iteration Wall-Clock Time (ms)STVQf
-37.96225.02488750.98Apr 15, 2026

Evaluation results

MethodLinks
STVQfGrid size (M)=10000, Number of iterations (T)=202026.041
GTMGrid size (M)=10000, Number of iterations (T)=202026.041
SOM-OLPGrid size (M)=10000, Number of iterations (T)=202026.041
SOM-OLPGrid size (M)=22500, Number of iterations (T)=202026.042
STVQfGrid size (M)=22500, Number of iterations (T)=202026.043
GTMGrid size (M)=22500, Number of iterations (T)=202026.043
BSOMGrid size (M)=40000, Number of iterations (T)=202026.044
SOM-OLPGrid size (M)=40000, Number of iterations (T)=202026.044
GTMGrid size (M)=40000, Number of iterations (T)=202026.048
SOM-OLPGrid size (M)=62500, Number of iterations (T)=202026.048
STVQfGrid size (M)=40000, Number of iterations (T)=202026.0410
SOM-OLPGrid size (M)=90000, Number of iterations (T)=202026.0412
SOM-OLPGrid size (M)=122500, Number of iterations (T)=202026.0417
BSOMGrid size (M)=62500, Number of iterations (T)=202026.0422
SOM-OLPGrid size (M)=160000, Number of iterations (T)=202026.0423
SOM-OLPGrid size (M)=202500, Number of iterations (T)=202026.0429
SOM-OLPGrid size (M)=250000, Number of iterations (T)=202026.0436
GTMGrid size (M)=62500, Number of iterations (T)=202026.0455
BSOMGrid size (M)=2500, Number of iterations (T)=202026.0481
STVQfGrid size (M)=62500, Number of iterations (T)=202026.04157
STVQfGrid size (M)=2500, Number of iterations (T)=202026.04263
SOM-OLPGrid size (M)=2500, Number of iterations (T)=202026.04265
GTMGrid size (M)=2500, Number of iterations (T)=202026.04288
BSOMGrid size (M)=10000, Number of iterations (T)=202026.04359
BSOMGrid size (M)=22500, Number of iterations (T)=202026.04975