{ "data_path": "/home/kk/Documents/Semester4/code/RenderStimuli/Output/", "save_logging_messages": true, // (true), false "display_logging_messages": true, // (true), false "batch_size_train": 250, "batch_size_test": 500, "max_epochs": 2000, "save_model": true, "conv_0_kernel_size": 11, "mp_1_kernel_size": 3, "mp_1_stride": 2, "use_plot_intermediate": false, // true, (false) "stimuli_per_pfinkel": 30000, "num_pfinkel_start": 0, "num_pfinkel_stop": 10, "num_pfinkel_step": 10, "precision_100_percent": 4, // (4) "train_first_layer": true, // true, (false) "save_ever_x_epochs": 10, // (10) "activation_function": "leaky relu", // tanh, relu, (leaky relu), none "leak_relu_negative_slope": 0.1, // (0.1) // LR Scheduler -> "use_scheduler": true, // (true), false "scheduler_verbose": true, "scheduler_factor": 0.1, //(0.1) "scheduler_patience": 10, // (10) "scheduler_threshold": 1e-5, // (1e-4) "minimum_learning_rate": 1e-8, "learning_rate": 0.0001, // <- LR Scheduler "pooling_type": "max", // (max), average, none "conv_0_enable_softmax": false, // true, (false) "use_adam": true, // (true) => adam, false => SGD "condition": "Coignless", "scale_data": 255.0, // (255.0) "conv_out_channels_list": [ [ 32, 8, 8 ] ], "conv_kernel_sizes": [ [ 7, 15 ] ], "conv_stride_sizes": [ 1 ] }