From 61ce4e7b089d68395be2221f64d89040c0b14a34 Mon Sep 17 00:00:00 2001 From: Navan Chauhan Date: Fri, 31 Jul 2020 21:23:03 +0530 Subject: added AI model --- app/prod/config.json | 30 ++++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 app/prod/config.json (limited to 'app/prod/config.json') diff --git a/app/prod/config.json b/app/prod/config.json new file mode 100644 index 0000000..4b72262 --- /dev/null +++ b/app/prod/config.json @@ -0,0 +1,30 @@ +{ + "exp_name": "LSTM_Chem", + "data_filename": "./datasets/all_smiles_clean.txt", + "data_length": 0, + "units": 256, + "num_epochs": 42, + "optimizer": "adam", + "seed": 71, + "batch_size": 512, + "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": "experiments/base_experiment/LSTM_Chem/config.json", + "exp_dir": "experiments/2020-07-13/LSTM_Chem", + "tensorboard_log_dir": "experiments/2020-07-13/LSTM_Chem/logs/", + "checkpoint_dir": "experiments/2020-07-13/LSTM_Chem/checkpoints/", + "train_smi_max_len": 128, + "model_arch_filename": "experiments/2020-07-13/LSTM_Chem/model_arch.json", + "model_weight_filename": "experiments/2020-07-13/LSTM_Chem/checkpoints/LSTM_Chem-42-0.23.hdf5" +} \ No newline at end of file -- cgit v1.2.3