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Table 6 Running time of serial and GPU versions of random forest virtual screening for training

From: GPURFSCREEN: a GPU based virtual screening tool using random forest classifier

Dataset No of molecules Time for (s) serial Time for (s) for GPU
AID 1332 1193 0.0689 1.114
AID 492952 2294 0.2095 1.2054
AID 651616 5569 0.6641 1.7984
AID 2330 36,869 4.2428 2.5487
AID 893 68,532 11.5306 3.2746
AID 778 95,859 35.8603 9.9027
AID 434955 323,578 81.323 10.44
AID 2314 330,664 100.57 10.77