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]