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Table 5 Summary of training statistics

From: Convolutional neural network based on SMILES representation of compounds for detecting chemical motif

Subdataset Time (s/epoch) Memory (MiB) Convergence (epoch)
NR-AR 121.7 6551 15
NR-AR-LBD 12.9 6459 19
NR-ER 36.0 2763 17
NR-ER-LBD 37.7 2309 25
NR-AhR 13.3 1475 33
NR-Aromatase 15.2 6317 20
NR-PPAR- γ 2.7 4413 23
SR-ARE 16.7 1615 18
SR-ATAD5 74.7 4581 21
SR-HSE 49.0 3047 15
SR-MMP 40.3 3427 9
SR-p53 8.3 1211 11
  1. The computation time is measured with a GPU server with NVIDIA Tesla P100 SXM2 16GB