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Table 2 Hyperparameter combinations used in the grid search

From: Randomized SMILES strings improve the quality of molecular generative models

ModellwdbRNN
GDB-13 1M35120, 25, 5064, 128, 256, 512GRU, LSTM
GDB-13 10K2, 3, 4256, 384, 5120, 25, 508, 16, 32LSTM
GDB-13 1K2, 3, 4128, 192, 2560, 25, 504, 8, 16LSTM
ChEMBL35120, 25, 5064, 128, 256, 512LSTM
  1. Number of layers (l), dimensions of the RNN layers (w), dropout rate % (d), batch size (b), RNN cell type (RNN)