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{
"exp_name": "LSTM_Chem",
"data_filename": "./datasets/all_smiles_clean.txt",
"data_length": 0,
"units": 256,
"num_epochs": 22,
"optimizer": "adam",
"seed": 71,
"batch_size": 256,
"validation_split": 0.1,
"verbose_training": true,
"checkpoint_monitor": "val_loss",
"checkpoint_mode": "min",
"checkpoint_save_best_only": false,
"checkpoint_save_weights_only": true,
"checkpoint_verbose": 1,
"tensorboard_write_graph": true,
"sampling_temp": 0.75,
"smiles_max_length": 128,
"finetune_epochs": 12,
"finetune_batch_size": 1,
"finetune_data_filename": "./datasets/protease_inhibitors_for_fine-tune.txt",
"config_file": "app/prod/config.json",
"exp_dir": "experiments/alpha/LSTM_Chem",
"tensorboard_log_dir": "experiments/alpha/LSTM_Chem/logs/",
"checkpoint_dir": "experiments/alpha/LSTM_Chem/checkpoints/",
"train_smi_max_len": 128,
"model_arch_filename": "app/prod/model_arch.json",
"model_weight_filename": "app/prod/checkpoints/LSTM_Chem-22-0.24.hdf5"
}
|
