31 lines
1009 B
JSON
31 lines
1009 B
JSON
{
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"exp_name": "LSTM_Chem",
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"data_filename": "./datasets/all_smiles_clean.txt",
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"data_length": 0,
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"units": 256,
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"num_epochs": 22,
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"optimizer": "adam",
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"seed": 71,
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"batch_size": 256,
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"validation_split": 0.1,
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"verbose_training": true,
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"checkpoint_monitor": "val_loss",
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"checkpoint_mode": "min",
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"checkpoint_save_best_only": false,
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"checkpoint_save_weights_only": true,
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"checkpoint_verbose": 1,
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"tensorboard_write_graph": true,
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"sampling_temp": 0.75,
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"smiles_max_length": 128,
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"finetune_epochs": 12,
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"finetune_batch_size": 1,
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"finetune_data_filename": "./datasets/protease_inhibitors_for_fine-tune.txt",
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"config_file": "app/prod/config.json",
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"exp_dir": "experiments/alpha/LSTM_Chem",
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"tensorboard_log_dir": "experiments/alpha/LSTM_Chem/logs/",
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"checkpoint_dir": "experiments/alpha/LSTM_Chem/checkpoints/",
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"train_smi_max_len": 128,
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"model_arch_filename": "app/prod/model_arch.json",
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"model_weight_filename": "app/prod/checkpoints/LSTM_Chem-22-0.24.hdf5"
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}
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