Configuration File Template ================================ Below is an example of a configuration file. You should place the values of parameters (IMPROVE, application-specific, and model-specific) under each appropriate section (preprocess, train, and infer). The file should be named :code:`mymodel_params.txt` where 'mymodel' is the name of your model. .. code-block:: [Preprocess] train_split_file = CCLE_split_0_train.txt val_split_file = CCLE_split_0_val.txt test_split_file = CCLE_split_0_test.txt data_format = .pt y_data_files = [["response.tsv"]] x_data_canc_files = [["cancer_gene_expression.tsv", ["Gene_Symbol"]]] x_data_drug_files = [["drug_SMILES.tsv"]] [Train] data_format = .pt model_file_name = model model_file_format = .pt epochs = 50 batch_size = 256 val_batch = 256 learning_rate = 0.0001 patience = 10 [Infer] data_format = .pt model_file_name = model model_file_format = .pt infer_batch = 256