{ "model_continue": false, // true, (false) "max_epochs": 5000, "batch_size_train": 250, "batch_size_test": 500, // data source -> "data_path": "/home/kk/Documents/Semester4/code/RenderStimuli/Output/", "stimuli_per_pfinkel": 30000, "num_pfinkel_start": 0, "num_pfinkel_stop": 10, "num_pfinkel_step": 10, "condition": "Coignless", "scale_data": 255.0, // (255.0) // <- data source // optimizer -> "use_adam": true, // (true) => adam, false => SGD // <- optimizer // LR Scheduler -> "use_scheduler": true, // (true), false "scheduler_verbose": true, "scheduler_factor": 0.025, //(0.1) "scheduler_patience": 10, // (10) "scheduler_threshold": 1e-5, // (1e-5) "minimum_learning_rate": 1e-10, "learning_rate": 1e-4, // <- LR Scheduler // logging -> "save_logging_messages": true, // (true), false "display_logging_messages": true, // (true), false // <- logging // saving the model and co -> "save_model": true, "use_plot_intermediate": false, // true, (false) "precision_100_percent": 4, // (4) "save_ever_x_epochs": 10, // (10) // <- saving the model and co // path definitions -> "initial_model_path": "initial_models", "tb_runs_path": "tb_runs", "trained_models_path": "trained_models", "performance_data_path": "performance_data" // <- path definitions }