exp_params_dict = {} exp_params_dict['indexs_string'] = "train_16,train_513,train_632,train_479" exp_params_dict['n_iterations'] = 100 exp_params_dict['iter_till_insert'] = 1 exp_params_dict['gens_per_original'] = 1 exp_params_dict['skip_insert'] = False exp_params_dict['batch_size_exp'] = 50 exp_params_dict['exp_list'] = [ 10 ] # 9 solamente algunas mascasras , 10 todas las mascaras exp_params_dict['base_name'] = 'xray_V2_f' exp_params_dict['dropout_k'] = 20 exp_params_dict[ 'mask_file_path_map'] = "config_files/mask_files/mask_dummy_xray_imagenet_cam_loss_V2_2019-04-21__12:45:11.pkl" # temp list file with open(exp_params_dict['mask_file_path_map'], 'rb') as f: mask_dict = pickle.load(f) with open('temp_list.txt', 'w') as f: f.write('\n'.join(mask_dict['masks'].keys())) exp_params_dict['plot_masks'] = True exp_params_dict['missclass_index_path'] = 'temp_list.txt' exp_params_dict['add_summary'] = True exp_params_dict['param_a'] = 8 # 4 0.4 exp_params_dict['param_b'] = 3 # 0.7 exp_params_dict['tf_config'] = config res_path = do_train_config(config_file, **exp_params_dict)
exp_params_dict = {} exp_params_dict['indexs_string'] = '' exp_params_dict['n_iterations'] = 30 # 15,3, 50, 25 exp_params_dict['iter_till_insert'] = 1 exp_params_dict['gens_per_original'] = 0 exp_params_dict['skip_insert'] = False exp_params_dict['batch_size_exp'] = 50 exp_params_dict['sel_dropout'] = False exp_params_dict['exp_list'] = [3] exp_params_dict['base_name'] = 'miss_class_analisis' exp_params_dict['dropout_k'] = 16 exp_params_dict[ 'mask_file_path_map'] = None # 'mask_map_label_9__2018-Dec-12--00:04.pkl' exp_params_dict['plot_masks'] = False do_train_config(temp_train_file_gen, out_file_path=experimental_results_folder, **exp_params_dict) # TODO here print("DOING just original") with show_elapsed(prefix="train cam loss"): exp_params_dict = {} exp_params_dict['indexs_string'] = '' exp_params_dict['n_iterations'] = 0 # 15,3, 50, 25 exp_params_dict['iter_till_insert'] = 0 exp_params_dict['gens_per_original'] = 0 exp_params_dict['skip_insert'] = False exp_params_dict['batch_size_exp'] = 0 exp_params_dict['op'] = '' exp_params_dict['sel_dropout'] = False exp_params_dict['exp_list'] = [0]