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experiment_param_dict.py
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experiment_param_dict.py
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import os
param_dict = {
"0": { # Shap&LIME, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"1": { # Shap&LIME, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"2": { # Shap&LIME, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"3": { # Shap&LIME, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"4": { # Shap&LIME, mean_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"5": { # Shap&LIME, mean_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"6": { # Shap&LIME, random_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"7": { # Shap&LIME, random_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["Shap","LIME"], # random
"load_from_pixel_list_path_dict": {
"LIME": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_LIME_1562778871.pkl"),
"Shap": os.path.join("pixel_lists","richard_preservation_game_CIFAR-10-original_mean_Shap_1562776643.pkl"),
},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": None # 123, 234, 345, 456, 567, 678, 789, 890, 901, 120
},
"8": { # randomBaseline-123, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 123
},
"9": { # randomBaseline-234, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 234
},
"10": { # randomBaseline-345, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 345
},
"11": { # randomBaseline-456, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 456
},
"12": { # randomBaseline-567, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 567
},
"13": { # randomBaseline-123, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False, # True
"explicit_pixels_per_step": None, # 1
"random_seed": 123
},
"14": { # randomBaseline-234, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 234
},
"15": { # randomBaseline-345, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 345
},
"16": { # randomBaseline-456, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 456
},
"17": { # randomBaseline-567, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 567
},
"18": { # randomBaseline-123, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 123
},
"19": { # randomBaseline-234, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 234
},
"20": { # randomBaseline-345, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 345
},
"21": { # randomBaseline-456, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 456
},
"22": { # randomBaseline-567, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 567
},
"23": { # randomBaseline-123, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False, # True
"explicit_pixels_per_step": None, # 1
"random_seed": 123
},
"24": { # randomBaseline-234, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 234
},
"25": { # randomBaseline-345, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 345
},
"26": { # randomBaseline-456, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 456
},
"27": { # randomBaseline-567, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 567
},
"28": { # randomBaseline-123, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 123
},
"29": { # randomBaseline-234, mean_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 234
},
"30": { # randomBaseline-345, mean_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 345
},
"31": { # randomBaseline-456, mean_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 456
},
"32": { # randomBaseline-567, mean_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 567
},
"33": { # randomBaseline-123, mean_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False, # True
"explicit_pixels_per_step": 1,
"random_seed": 123
},
"34": { # randomBaseline-234, mean_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 234
},
"35": { # randomBaseline-345, mean_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 345
},
"36": { # randomBaseline-456, mean_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 456
},
"37": { # randomBaseline-567, mean_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 567
},
"38": { # randomBaseline-123, random_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 123
},
"39": { # randomBaseline-234, random_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 234
},
"40": { # randomBaseline-345, random_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 345
},
"41": { # randomBaseline-456, random_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 456
},
"42": { # randomBaseline-567, random_perturb, deletion, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": 1,
"random_seed": 567
},
"43": { # randomBaseline-123, random_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False, # True
"explicit_pixels_per_step": 1,
"random_seed": 123
},
"44": { # randomBaseline-234, random_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 234
},
"45": { # randomBaseline-345, random_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 345
},
"46": { # randomBaseline-456, random_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 456
},
"47": { # randomBaseline-567, random_perturb, preservation, 1pxPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": 1,
"random_seed": 567
},
"48": { # randomBaseline-678, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 678
},
"49": { # randomBaseline-789, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 789
},
"50": { # randomBaseline-890, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 890
},
"51": { # randomBaseline-901, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 901
},
"52": { # randomBaseline-120, mean_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 120
},
"53": { # randomBaseline-678, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 678
},
"54": { # randomBaseline-789, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 789
},
"55": { # randomBaseline-890, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 890
},
"56": { # randomBaseline-901, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 901
},
"57": { # randomBaseline-120, mean_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "mean", # random, grid
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 120
},
"58": { # randomBaseline-678, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 678
},
"59": { # randomBaseline-789, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 789
},
"60": { # randomBaseline-890, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 890
},
"61": { # randomBaseline-901, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 901
},
"62": { # randomBaseline-120, random_perturb, deletion, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": True, # False
"explicit_pixels_per_step": None, # 1
"random_seed": 120
},
"63": { # randomBaseline-678, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1
"random_seed": 678
},
"64": { # randomBaseline-789, random_perturb, preservation, percentPerStep
"dataset_name": "CIFAR-10-original", # always the same
"model_name": "vgg16_richard", # always the same
"normalise_data": True, # always the same
"load_base_model_if_exist": True, # always the same
"save_pixel_list": False, # always the same
"deterioration_rate": 0.05, # always the same
"explanation_names": ["random"],
"load_from_pixel_list_path_dict": {},
"perturb_method": "random",
"experiment_id": "richard_",
"use_deletion_game": False,
"explicit_pixels_per_step": None, # 1