code: def decode_predictions(preds, top=5):
      """Decodes the prediction of an ImageNet model.
  
      # Arguments
          preds: Numpy tensor encoding a batch of predictions.
          top: integer, how many top-guesses to return.
  
      # Returns
          A list of lists of top class prediction tuples
          `(class_name, class_description, score)`.
          One list of tuples per sample in batch input.
  
      # Raises
          ValueError: in case of invalid shape of the `pred` array
              (must be 2D).
      """
      global CLASS_INDEX
      if len(preds.shape) != 2 or preds.shape[1] != 1000:
          raise ValueError(
              "`decode_predictions` expects "
              "a batch of predictions "
              "(i.e. a 2D array of shape (samples, 1000)). "
              "Found array with shape: " + str(preds.shape)
          )
      if CLASS_INDEX is None:
          CLASS_INDEX = {
              "0": ["n01440764", "tench"],
              "1": ["n01443537", "goldfish"],
              "2": ["n01484850", "great_white_shark"],
              "3": ["n01491361", "tiger_shark"],
              "4": ["n01494475", "hammerhead"],
              "5": ["n01496331", "electric_ray"],
              "6": ["n01498041", "stingray"],
              "7": ["n01514668", "cock"],
              "8": ["n01514859", "hen"],
              "9": ["n01518878", "ostrich"],
              "10": ["n01530575", "brambling"],
              "11": ["n01531178", "goldfinch"],
              "12": ["n01532829", "house_finch"],
              "13": ["n01534433", "junco"],
              "14": ["n01537544", "indigo_bunting"],
              "15": ["n01558993", "robin"],
              "16": ["n01560419", "bulbul"],
              "17": ["n01580077", "jay"],
              "18": ["n01582220", "magpie"],
              "19": ["n01592084", "chickadee"],
              "20": ["n01601694", "water_ouzel"],
              "21": ["n01608432", "kite"],
              "22": ["n01614925", "bald_eagle"],
              "23": ["n01616318", "vulture"],
              "24": ["n01622779", "great_grey_owl"],
              "25": ["n01629819", "European_fire_salamander"],
              "26": ["n01630670", "common_newt"],
              "27": ["n01631663", "eft"],
              "28": ["n01632458", "spotted_salamander"],
              "29": ["n01632777", "axolotl"],
              "30": ["n01641577", "bullfrog"],
              "31": ["n01644373", "tree_frog"],
              "32": ["n01644900", "tailed_frog"],
              "33": ["n01664065", "loggerhead"],
              "34": ["n01665541", "leatherback_turtle"],
              "35": ["n01667114", "mud_turtle"],
              "36": ["n01667778", "terrapin"],
              "37": ["n01669191", "box_turtle"],
              "38": ["n01675722", "banded_gecko"],
              "39": ["n01677366", "common_iguana"],
              "40": ["n01682714", "American_chameleon"],
              "41": ["n01685808", "whiptail"],
              "42": ["n01687978", "agama"],
              "43": ["n01688243", "frilled_lizard"],
              "44": ["n01689811", "alligator_lizard"],
              "45": ["n01692333", "Gila_monster"],
              "46": ["n01693334", "green_lizard"],
              "47": ["n01694178", "African_chameleon"],
              "48": ["n01695060", "Komodo_dragon"],
              "49": ["n01697457", "African_crocodile"],
              "50": ["n01698640", "American_alligator"],
              "51": ["n01704323", "triceratops"],
              "52": ["n01728572", "thunder_snake"],
              "53": ["n01728920", "ringneck_snake"],
              "54": ["n01729322", "hognose_snake"],
              "55": ["n01729977", "green_snake"],
              "56": ["n01734418", "king_snake"],
              "57": ["n01735189", "garter_snake"],
              "58": ["n01737021", "water_snake"],
              "59": ["n01739381", "vine_snake"],
              "60": ["n01740131", "night_snake"],
              "61": ["n01742172", "boa_constrictor"],
              "62": ["n01744401", "rock_python"],
              "63": ["n01748264", "Indian_cobra"],
              "64": ["n01749939", "green_mamba"],
              "65": ["n01751748", "sea_snake"],
              "66": ["n01753488", "horned_viper"],
              "67": ["n01755581", "diamondback"],
              "68": ["n01756291", "sidewinder"],
              "69": ["n01768244", "trilobite"],
              "70": ["n01770081", "harvestman"],
              "71": ["n01770393", "scorpion"],
              "72": ["n01773157", "black_and_gold_garden_spider"],
              "73": ["n01773549", "barn_spider"],
              "74": ["n01773797", "garden_spider"],
              "75": ["n01774384", "black_widow"],
              "76": ["n01774750", "tarantula"],
              "77": ["n01775062", "wolf_spider"],
              "78": ["n01776313", "tick"],
              "79": ["n01784675", "centipede"],
              "80": ["n01795545", "black_grouse"],
              "81": ["n01796340", "ptarmigan"],
              "82": ["n01797886", "ruffed_grouse"],
              "83": ["n01798484", "prairie_chicken"],
              "84": ["n01806143", "peacock"],
              "85": ["n01806567", "quail"],
              "86": ["n01807496", "partridge"],
              "87": ["n01817953", "African_grey"],
              "88": ["n01818515", "macaw"],
              "89": ["n01819313", "sulphur-crested_cockatoo"],
              "90": ["n01820546", "lorikeet"],
              "91": ["n01824575", "coucal"],
              "92": ["n01828970", "bee_eater"],
              "93": ["n01829413", "hornbill"],
              "94": ["n01833805", "hummingbird"],
              "95": ["n01843065", "jacamar"],
              "96": ["n01843383", "toucan"],
              "97": ["n01847000", "drake"],
              "98": ["n01855032", "red-breasted_merganser"],
              "99": ["n01855672", "goose"],
              "100": ["n01860187", "black_swan"],
              "101": ["n01871265", "tusker"],
              "102": ["n01872401", "echidna"],
              "103": ["n01873310", "platypus"],
              "104": ["n01877812", "wallaby"],
              "105": ["n01882714", "koala"],
              "106": ["n01883070", "wombat"],
              "107": ["n01910747", "jellyfish"],
              "108": ["n01914609", "sea_anemone"],
              "109": ["n01917289", "brain_coral"],
              "110": ["n01924916", "flatworm"],
              "111": ["n01930112", "nematode"],
              "112": ["n01943899", "conch"],
              "113": ["n01944390", "snail"],
              "114": ["n01945685", "slug"],
              "115": ["n01950731", "sea_slug"],
              "116": ["n01955084", "chiton"],
              "117": ["n01968897", "chambered_nautilus"],
              "118": ["n01978287", "Dungeness_crab"],
              "119": ["n01978455", "rock_crab"],
              "120": ["n01980166", "fiddler_crab"],
              "121": ["n01981276", "king_crab"],
              "122": ["n01983481", "American_lobster"],
              "123": ["n01984695", "spiny_lobster"],
              "124": ["n01985128", "crayfish"],
              "125": ["n01986214", "hermit_crab"],
              "126": ["n01990800", "isopod"],
              "127": ["n02002556", "white_stork"],
              "128": ["n02002724", "black_stork"],
              "129": ["n02006656", "spoonbill"],
              "130": ["n02007558", "flamingo"],
              "131": ["n02009229", "little_blue_heron"],
              "132": ["n02009912", "American_egret"],
              "133": ["n02011460", "bittern"],
              "134": ["n02012849", "crane"],
              "135": ["n02013706", "limpkin"],
              "136": ["n02017213", "European_gallinule"],
              "137": ["n02018207", "American_coot"],
              "138": ["n02018795", "bustard"],
              "139": ["n02025239", "ruddy_turnstone"],
              "140": ["n02027492", "red-backed_sandpiper"],
              "141": ["n02028035", "redshank"],
              "142": ["n02033041", "dowitcher"],
              "143": ["n02037110", "oystercatcher"],
              "144": ["n02051845", "pelican"],
              "145": ["n02056570", "king_penguin"],
              "146": ["n02058221", "albatross"],
              "147": ["n02066245", "grey_whale"],
              "148": ["n02071294", "killer_whale"],
              "149": ["n02074367", "dugong"],
              "150": ["n02077923", "sea_lion"],
              "151": ["n02085620", "Chihuahua"],
              "152": ["n02085782", "Japanese_spaniel"],
              "153": ["n02085936", "Maltese_dog"],
              "154": ["n02086079", "Pekinese"],
              "155": ["n02086240", "Shih-Tzu"],
              "156": ["n02086646", "Blenheim_spaniel"],
              "157": ["n02086910", "papillon"],
              "158": ["n02087046", "toy_terrier"],
              "159": ["n02087394", "Rhodesian_ridgeback"],
              "160": ["n02088094", "Afghan_hound"],
              "161": ["n02088238", "basset"],
              "162": ["n02088364", "beagle"],
              "163": ["n02088466", "bloodhound"],
              "164": ["n02088632", "bluetick"],
              "165": ["n02089078", "black-and-tan_coonhound"],
              "166": ["n02089867", "Walker_hound"],
              "167": ["n02089973", "English_foxhound"],
              "168": ["n02090379", "redbone"],
              "169": ["n02090622", "borzoi"],
              "170": ["n02090721", "Irish_wolfhound"],
              "171": ["n02091032", "Italian_greyhound"],
              "172": ["n02091134", "whippet"],
              "173": ["n02091244", "Ibizan_hound"],
              "174": ["n02091467", "Norwegian_elkhound"],
              "175": ["n02091635", "otterhound"],
              "176": ["n02091831", "Saluki"],
              "177": ["n02092002", "Scottish_deerhound"],
              "178": ["n02092339", "Weimaraner"],
              "179": ["n02093256", "Staffordshire_bullterrier"],
              "180": ["n02093428", "American_Staffordshire_terrier"],
              "181": ["n02093647", "Bedlington_terrier"],
              "182": ["n02093754", "Border_terrier"],
              "183": ["n02093859", "Kerry_blue_terrier"],
              "184": ["n02093991", "Irish_terrier"],
              "185": ["n02094114", "Norfolk_terrier"],
              "186": ["n02094258", "Norwich_terrier"],
              "187": ["n02094433", "Yorkshire_terrier"],
              "188": ["n02095314", "wire-haired_fox_terrier"],
              "189": ["n02095570", "Lakeland_terrier"],
              "190": ["n02095889", "Sealyham_terrier"],
              "191": ["n02096051", "Airedale"],
              "192": ["n02096177", "cairn"],
              "193": ["n02096294", "Australian_terrier"],
              "194": ["n02096437", "Dandie_Dinmont"],
              "195": ["n02096585", "Boston_bull"],
              "196": ["n02097047", "miniature_schnauzer"],
              "197": ["n02097130", "giant_schnauzer"],
              "198": ["n02097209", "standard_schnauzer"],
              "199": ["n02097298", "Scotch_terrier"],
              "200": ["n02097474", "Tibetan_terrier"],
              "201": ["n02097658", "silky_terrier"],
              "202": ["n02098105", "soft-coated_wheaten_terrier"],
              "203": ["n02098286", "West_Highland_white_terrier"],
              "204": ["n02098413", "Lhasa"],
              "205": ["n02099267", "flat-coated_retriever"],
              "206": ["n02099429", "curly-coated_retriever"],
              "207": ["n02099601", "golden_retriever"],
              "208": ["n02099712", "Labrador_retriever"],
              "209": ["n02099849", "Chesapeake_Bay_retriever"],
              "210": ["n02100236", "German_short-haired_pointer"],
              "211": ["n02100583", "vizsla"],
              "212": ["n02100735", "English_setter"],
              "213": ["n02100877", "Irish_setter"],
              "214": ["n02101006", "Gordon_setter"],
              "215": ["n02101388", "Brittany_spaniel"],
              "216": ["n02101556", "clumber"],
              "217": ["n02102040", "English_springer"],
              "218": ["n02102177", "Welsh_springer_spaniel"],
              "219": ["n02102318", "cocker_spaniel"],
              "220": ["n02102480", "Sussex_spaniel"],
              "221": ["n02102973", "Irish_water_spaniel"],
              "222": ["n02104029", "kuvasz"],
              "223": ["n02104365", "schipperke"],
              "224": ["n02105056", "groenendael"],
              "225": ["n02105162", "malinois"],
              "226": ["n02105251", "briard"],
              "227": ["n02105412", "kelpie"],
              "228": ["n02105505", "komondor"],
              "229": ["n02105641", "Old_English_sheepdog"],
              "230": ["n02105855", "Shetland_sheepdog"],
              "231": ["n02106030", "collie"],
              "232": ["n02106166", "Border_collie"],
              "233": ["n02106382", "Bouvier_des_Flandres"],
              "234": ["n02106550", "Rottweiler"],
              "235": ["n02106662", "German_shepherd"],
              "236": ["n02107142", "Doberman"],
              "237": ["n02107312", "miniature_pinscher"],
              "238": ["n02107574", "Greater_Swiss_Mountain_dog"],
              "239": ["n02107683", "Bernese_mountain_dog"],
              "240": ["n02107908", "Appenzeller"],
              "241": ["n02108000", "EntleBucher"],
              "242": ["n02108089", "boxer"],
              "243": ["n02108422", "bull_mastiff"],
              "244": ["n02108551", "Tibetan_mastiff"],
              "245": ["n02108915", "French_bulldog"],
              "246": ["n02109047", "Great_Dane"],
              "247": ["n02109525", "Saint_Bernard"],
              "248": ["n02109961", "Eskimo_dog"],
              "249": ["n02110063", "malamute"],
              "250": ["n02110185", "Siberian_husky"],
              "251": ["n02110341", "dalmatian"],
              "252": ["n02110627", "affenpinscher"],
              "253": ["n02110806", "basenji"],
              "254": ["n02110958", "pug"],
              "255": ["n02111129", "Leonberg"],
              "256": ["n02111277", "Newfoundland"],
              "257": ["n02111500", "Great_Pyrenees"],
              "258": ["n02111889", "Samoyed"],
              "259": ["n02112018", "Pomeranian"],
              "260": ["n02112137", "chow"],
              "261": ["n02112350", "keeshond"],
              "262": ["n02112706", "Brabancon_griffon"],
              "263": ["n02113023", "Pembroke"],
              "264": ["n02113186", "Cardigan"],
              "265": ["n02113624", "toy_poodle"],
              "266": ["n02113712", "miniature_poodle"],
              "267": ["n02113799", "standard_poodle"],
              "268": ["n02113978", "Mexican_hairless"],
              "269": ["n02114367", "timber_wolf"],
              "270": ["n02114548", "white_wolf"],
              "271": ["n02114712", "red_wolf"],
              "272": ["n02114855", "coyote"],
              "273": ["n02115641", "dingo"],
              "274": ["n02115913", "dhole"],
              "275": ["n02116738", "African_hunting_dog"],
              "276": ["n02117135", "hyena"],
              "277": ["n02119022", "red_fox"],
              "278": ["n02119789", "kit_fox"],
              "279": ["n02120079", "Arctic_fox"],
              "280": ["n02120505", "grey_fox"],
              "281": ["n02123045", "tabby"],
              "282": ["n02123159", "tiger_cat"],
              "283": ["n02123394", "Persian_cat"],
              "284": ["n02123597", "Siamese_cat"],
              "285": ["n02124075", "Egyptian_cat"],
              "286": ["n02125311", "cougar"],
              "287": ["n02127052", "lynx"],
              "288": ["n02128385", "leopard"],
              "289": ["n02128757", "snow_leopard"],
              "290": ["n02128925", "jaguar"],
              "291": ["n02129165", "lion"],
              "292": ["n02129604", "tiger"],
              "293": ["n02130308", "cheetah"],
              "294": ["n02132136", "brown_bear"],
              "295": ["n02133161", "American_black_bear"],
              "296": ["n02134084", "ice_bear"],
              "297": ["n02134418", "sloth_bear"],
              "298": ["n02137549", "mongoose"],
              "299": ["n02138441", "meerkat"],
              "300": ["n02165105", "tiger_beetle"],
              "301": ["n02165456", "ladybug"],
              "302": ["n02167151", "ground_beetle"],
              "303": ["n02168699", "long-horned_beetle"],
              "304": ["n02169497", "leaf_beetle"],
              "305": ["n02172182", "dung_beetle"],
              "306": ["n02174001", "rhinoceros_beetle"],
              "307": ["n02177972", "weevil"],
              "308": ["n02190166", "fly"],
              "309": ["n02206856", "bee"],
              "310": ["n02219486", "ant"],
              "311": ["n02226429", "grasshopper"],
              "312": ["n02229544", "cricket"],
              "313": ["n02231487", "walking_stick"],
              "314": ["n02233338", "cockroach"],
              "315": ["n02236044", "mantis"],
              "316": ["n02256656", "cicada"],
              "317": ["n02259212", "leafhopper"],
              "318": ["n02264363", "lacewing"],
              "319": ["n02268443", "dragonfly"],
              "320": ["n02268853", "damselfly"],
              "321": ["n02276258", "admiral"],
              "322": ["n02277742", "ringlet"],
              "323": ["n02279972", "monarch"],
              "324": ["n02280649", "cabbage_butterfly"],
              "325": ["n02281406", "sulphur_butterfly"],
              "326": ["n02281787", "lycaenid"],
              "327": ["n02317335", "starfish"],
              "328": ["n02319095", "sea_urchin"],
              "329": ["n02321529", "sea_cucumber"],
              "330": ["n02325366", "wood_rabbit"],
              "331": ["n02326432", "hare"],
              "332": ["n02328150", "Angora"],
              "333": ["n02342885", "hamster"],
              "334": ["n02346627", "porcupine"],
              "335": ["n02356798", "fox_squirrel"],
              "336": ["n02361337", "marmot"],
              "337": ["n02363005", "beaver"],
              "338": ["n02364673", "guinea_pig"],
              "339": ["n02389026", "sorrel"],
              "340": ["n02391049", "zebra"],
              "341": ["n02395406", "hog"],
              "342": ["n02396427", "wild_boar"],
              "343": ["n02397096", "warthog"],
              "344": ["n02398521", "hippopotamus"],
              "345": ["n02403003", "ox"],
              "346": ["n02408429", "water_buffalo"],
              "347": ["n02410509", "bison"],
              "348": ["n02412080", "ram"],
              "349": ["n02415577", "bighorn"],
              "350": ["n02417914", "ibex"],
              "351": ["n02422106", "hartebeest"],
              "352": ["n02422699", "impala"],
              "353": ["n02423022", "gazelle"],
              "354": ["n02437312", "Arabian_camel"],
              "355": ["n02437616", "llama"],
              "356": ["n02441942", "weasel"],
              "357": ["n02442845", "mink"],
              "358": ["n02443114", "polecat"],
              "359": ["n02443484", "black-footed_ferret"],
              "360": ["n02444819", "otter"],
              "361": ["n02445715", "skunk"],
              "362": ["n02447366", "badger"],
              "363": ["n02454379", "armadillo"],
              "364": ["n02457408", "three-toed_sloth"],
              "365": ["n02480495", "orangutan"],
              "366": ["n02480855", "gorilla"],
              "367": ["n02481823", "chimpanzee"],
              "368": ["n02483362", "gibbon"],
              "369": ["n02483708", "siamang"],
              "370": ["n02484975", "guenon"],
              "371": ["n02486261", "patas"],
              "372": ["n02486410", "baboon"],
              "373": ["n02487347", "macaque"],
              "374": ["n02488291", "langur"],
              "375": ["n02488702", "colobus"],
              "376": ["n02489166", "proboscis_monkey"],
              "377": ["n02490219", "marmoset"],
              "378": ["n02492035", "capuchin"],
              "379": ["n02492660", "howler_monkey"],
              "380": ["n02493509", "titi"],
              "381": ["n02493793", "spider_monkey"],
              "382": ["n02494079", "squirrel_monkey"],
              "383": ["n02497673", "Madagascar_cat"],
              "384": ["n02500267", "indri"],
              "385": ["n02504013", "Indian_elephant"],
              "386": ["n02504458", "African_elephant"],
              "387": ["n02509815", "lesser_panda"],
              "388": ["n02510455", "giant_panda"],
              "389": ["n02514041", "barracouta"],
              "390": ["n02526121", "eel"],
              "391": ["n02536864", "coho"],
              "392": ["n02606052", "rock_beauty"],
              "393": ["n02607072", "anemone_fish"],
              "394": ["n02640242", "sturgeon"],
              "395": ["n02641379", "gar"],
              "396": ["n02643566", "lionfish"],
              "397": ["n02655020", "puffer"],
              "398": ["n02666196", "abacus"],
              "399": ["n02667093", "abaya"],
              "400": ["n02669723", "academic_gown"],
              "401": ["n02672831", "accordion"],
              "402": ["n02676566", "acoustic_guitar"],
              "403": ["n02687172", "aircraft_carrier"],
              "404": ["n02690373", "airliner"],
              "405": ["n02692877", "airship"],
              "406": ["n02699494", "altar"],
              "407": ["n02701002", "ambulance"],
              "408": ["n02704792", "amphibian"],
              "409": ["n02708093", "analog_clock"],
              "410": ["n02727426", "apiary"],
              "411": ["n02730930", "apron"],
              "412": ["n02747177", "ashcan"],
              "413": ["n02749479", "assault_rifle"],
              "414": ["n02769748", "backpack"],
              "415": ["n02776631", "bakery"],
              "416": ["n02777292", "balance_beam"],
              "417": ["n02782093", "balloon"],
              "418": ["n02783161", "ballpoint"],
              "419": ["n02786058", "Band_Aid"],
              "420": ["n02787622", "banjo"],
              "421": ["n02788148", "bannister"],
              "422": ["n02790996", "barbell"],
              "423": ["n02791124", "barber_chair"],
              "424": ["n02791270", "barbershop"],
              "425": ["n02793495", "barn"],
              "426": ["n02794156", "barometer"],
              "427": ["n02795169", "barrel"],
              "428": ["n02797295", "barrow"],
              "429": ["n02799071", "baseball"],
              "430": ["n02802426", "basketball"],
              "431": ["n02804414", "bassinet"],
              "432": ["n02804610", "bassoon"],
              "433": ["n02807133", "bathing_cap"],
              "434": ["n02808304", "bath_towel"],
              "435": ["n02808440", "bathtub"],
              "436": ["n02814533", "beach_wagon"],
              "437": ["n02814860", "beacon"],
              "438": ["n02815834", "beaker"],
              "439": ["n02817516", "bearskin"],
              "440": ["n02823428", "beer_bottle"],
              "441": ["n02823750", "beer_glass"],
              "442": ["n02825657", "bell_cote"],
              "443": ["n02834397", "bib"],
              "444": ["n02835271", "bicycle-built-for-two"],
              "445": ["n02837789", "bikini"],
              "446": ["n02840245", "binder"],
              "447": ["n02841315", "binoculars"],
              "448": ["n02843684", "birdhouse"],
              "449": ["n02859443", "boathouse"],
              "450": ["n02860847", "bobsled"],
              "451": ["n02865351", "bolo_tie"],
              "452": ["n02869837", "bonnet"],
              "453": ["n02870880", "bookcase"],
              "454": ["n02871525", "bookshop"],
              "455": ["n02877765", "bottlecap"],
              "456": ["n02879718", "bow"],
              "457": ["n02883205", "bow_tie"],
              "458": ["n02892201", "brass"],
              "459": ["n02892767", "brassiere"],
              "460": ["n02894605", "breakwater"],
              "461": ["n02895154", "breastplate"],
              "462": ["n02906734", "broom"],
              "463": ["n02909870", "bucket"],
              "464": ["n02910353", "buckle"],
              "465": ["n02916936", "bulletproof_vest"],
              "466": ["n02917067", "bullet_train"],
              "467": ["n02927161", "butcher_shop"],
              "468": ["n02930766", "cab"],
              "469": ["n02939185", "caldron"],
              "470": ["n02948072", "candle"],
              "471": ["n02950826", "cannon"],
              "472": ["n02951358", "canoe"],
              "473": ["n02951585", "can_opener"],
              "474": ["n02963159", "cardigan"],
              "475": ["n02965783", "car_mirror"],
              "476": ["n02966193", "carousel"],
              "477": ["n02966687", "carpenter's_kit"],
              "478": ["n02971356", "carton"],
              "479": ["n02974003", "car_wheel"],
              "480": ["n02977058", "cash_machine"],
              "481": ["n02978881", "cassette"],
              "482": ["n02979186", "cassette_player"],
              "483": ["n02980441", "castle"],
              "484": ["n02981792", "catamaran"],
              "485": ["n02988304", "CD_player"],
              "486": ["n02992211", "cello"],
              "487": ["n02992529", "cellular_telephone"],
              "488": ["n02999410", "chain"],
              "489": ["n03000134", "chainlink_fence"],
              "490": ["n03000247", "chain_mail"],
              "491": ["n03000684", "chain_saw"],
              "492": ["n03014705", "chest"],
              "493": ["n03016953", "chiffonier"],
              "494": ["n03017168", "chime"],
              "495": ["n03018349", "china_cabinet"],
              "496": ["n03026506", "Christmas_stocking"],
              "497": ["n03028079", "church"],
              "498": ["n03032252", "cinema"],
              "499": ["n03041632", "cleaver"],
              "500": ["n03042490", "cliff_dwelling"],
              "501": ["n03045698", "cloak"],
              "502": ["n03047690", "clog"],
              "503": ["n03062245", "cocktail_shaker"],
              "504": ["n03063599", "coffee_mug"],
              "505": ["n03063689", "coffeepot"],
              "506": ["n03065424", "coil"],
              "507": ["n03075370", "combination_lock"],
              "508": ["n03085013", "computer_keyboard"],
              "509": ["n03089624", "confectionery"],
              "510": ["n03095699", "container_ship"],
              "511": ["n03100240", "convertible"],
              "512": ["n03109150", "corkscrew"],
              "513": ["n03110669", "cornet"],
              "514": ["n03124043", "cowboy_boot"],
              "515": ["n03124170", "cowboy_hat"],
              "516": ["n03125729", "cradle"],
              "517": ["n03126707", "crane"],
              "518": ["n03127747", "crash_helmet"],
              "519": ["n03127925", "crate"],
              "520": ["n03131574", "crib"],
              "521": ["n03133878", "Crock_Pot"],
              "522": ["n03134739", "croquet_ball"],
              "523": ["n03141823", "crutch"],
              "524": ["n03146219", "cuirass"],
              "525": ["n03160309", "dam"],
              "526": ["n03179701", "desk"],
              "527": ["n03180011", "desktop_computer"],
              "528": ["n03187595", "dial_telephone"],
              "529": ["n03188531", "diaper"],
              "530": ["n03196217", "digital_clock"],
              "531": ["n03197337", "digital_watch"],
              "532": ["n03201208", "dining_table"],
              "533": ["n03207743", "dishrag"],
              "534": ["n03207941", "dishwasher"],
              "535": ["n03208938", "disk_brake"],
              "536": ["n03216828", "dock"],
              "537": ["n03218198", "dogsled"],
              "538": ["n03220513", "dome"],
              "539": ["n03223299", "doormat"],
              "540": ["n03240683", "drilling_platform"],
              "541": ["n03249569", "drum"],
              "542": ["n03250847", "drumstick"],
              "543": ["n03255030", "dumbbell"],
              "544": ["n03259280", "Dutch_oven"],
              "545": ["n03271574", "electric_fan"],
              "546": ["n03272010", "electric_guitar"],
              "547": ["n03272562", "electric_locomotive"],
              "548": ["n03290653", "entertainment_center"],
              "549": ["n03291819", "envelope"],
              "550": ["n03297495", "espresso_maker"],
              "551": ["n03314780", "face_powder"],
              "552": ["n03325584", "feather_boa"],
              "553": ["n03337140", "file"],
              "554": ["n03344393", "fireboat"],
              "555": ["n03345487", "fire_engine"],
              "556": ["n03347037", "fire_screen"],
              "557": ["n03355925", "flagpole"],
              "558": ["n03372029", "flute"],
              "559": ["n03376595", "folding_chair"],
              "560": ["n03379051", "football_helmet"],
              "561": ["n03384352", "forklift"],
              "562": ["n03388043", "fountain"],
              "563": ["n03388183", "fountain_pen"],
              "564": ["n03388549", "four-poster"],
              "565": ["n03393912", "freight_car"],
              "566": ["n03394916", "French_horn"],
              "567": ["n03400231", "frying_pan"],
              "568": ["n03404251", "fur_coat"],
              "569": ["n03417042", "garbage_truck"],
              "570": ["n03424325", "gasmask"],
              "571": ["n03425413", "gas_pump"],
              "572": ["n03443371", "goblet"],
              "573": ["n03444034", "go-kart"],
              "574": ["n03445777", "golf_ball"],
              "575": ["n03445924", "golfcart"],
              "576": ["n03447447", "gondola"],
              "577": ["n03447721", "gong"],
              "578": ["n03450230", "gown"],
              "579": ["n03452741", "grand_piano"],
              "580": ["n03457902", "greenhouse"],
              "581": ["n03459775", "grille"],
              "582": ["n03461385", "grocery_store"],
              "583": ["n03467068", "guillotine"],
              "584": ["n03476684", "hair_slide"],
              "585": ["n03476991", "hair_spray"],
              "586": ["n03478589", "half_track"],
              "587": ["n03481172", "hammer"],
              "588": ["n03482405", "hamper"],
              "589": ["n03483316", "hand_blower"],
              "590": ["n03485407", "hand-held_computer"],
              "591": ["n03485794", "handkerchief"],
              "592": ["n03492542", "hard_disc"],
              "593": ["n03494278", "harmonica"],
              "594": ["n03495258", "harp"],
              "595": ["n03496892", "harvester"],
              "596": ["n03498962", "hatchet"],
              "597": ["n03527444", "holster"],
              "598": ["n03529860", "home_theater"],
              "599": ["n03530642", "honeycomb"],
              "600": ["n03532672", "hook"],
              "601": ["n03534580", "hoopskirt"],
              "602": ["n03535780", "horizontal_bar"],
              "603": ["n03538406", "horse_cart"],
              "604": ["n03544143", "hourglass"],
              "605": ["n03584254", "iPod"],
              "606": ["n03584829", "iron"],
              "607": ["n03590841", "jack-o'-lantern"],
              "608": ["n03594734", "jean"],
              "609": ["n03594945", "jeep"],
              "610": ["n03595614", "jersey"],
              "611": ["n03598930", "jigsaw_puzzle"],
              "612": ["n03599486", "jinrikisha"],
              "613": ["n03602883", "joystick"],
              "614": ["n03617480", "kimono"],
              "615": ["n03623198", "knee_pad"],
              "616": ["n03627232", "knot"],
              "617": ["n03630383", "lab_coat"],
              "618": ["n03633091", "ladle"],
              "619": ["n03637318", "lampshade"],
              "620": ["n03642806", "laptop"],
              "621": ["n03649909", "lawn_mower"],
              "622": ["n03657121", "lens_cap"],
              "623": ["n03658185", "letter_opener"],
              "624": ["n03661043", "library"],
              "625": ["n03662601", "lifeboat"],
              "626": ["n03666591", "lighter"],
              "627": ["n03670208", "limousine"],
              "628": ["n03673027", "liner"],
              "629": ["n03676483", "lipstick"],
              "630": ["n03680355", "Loafer"],
              "631": ["n03690938", "lotion"],
              "632": ["n03691459", "loudspeaker"],
              "633": ["n03692522", "loupe"],
              "634": ["n03697007", "lumbermill"],
              "635": ["n03706229", "magnetic_compass"],
              "636": ["n03709823", "mailbag"],
              "637": ["n03710193", "mailbox"],
              "638": ["n03710637", "maillot"],
              "639": ["n03710721", "maillot"],
              "640": ["n03717622", "manhole_cover"],
              "641": ["n03720891", "maraca"],
              "642": ["n03721384", "marimba"],
              "643": ["n03724870", "mask"],
              "644": ["n03729826", "matchstick"],
              "645": ["n03733131", "maypole"],
              "646": ["n03733281", "maze"],
              "647": ["n03733805", "measuring_cup"],
              "648": ["n03742115", "medicine_chest"],
              "649": ["n03743016", "megalith"],
              "650": ["n03759954", "microphone"],
              "651": ["n03761084", "microwave"],
              "652": ["n03763968", "military_uniform"],
              "653": ["n03764736", "milk_can"],
              "654": ["n03769881", "minibus"],
              "655": ["n03770439", "miniskirt"],
              "656": ["n03770679", "minivan"],
              "657": ["n03773504", "missile"],
              "658": ["n03775071", "mitten"],
              "659": ["n03775546", "mixing_bowl"],
              "660": ["n03776460", "mobile_home"],
              "661": ["n03777568", "Model_T"],
              "662": ["n03777754", "modem"],
              "663": ["n03781244", "monastery"],
              "664": ["n03782006", "monitor"],
              "665": ["n03785016", "moped"],
              "666": ["n03786901", "mortar"],
              "667": ["n03787032", "mortarboard"],
              "668": ["n03788195", "mosque"],
              "669": ["n03788365", "mosquito_net"],
              "670": ["n03791053", "motor_scooter"],
              "671": ["n03792782", "mountain_bike"],
              "672": ["n03792972", "mountain_tent"],
              "673": ["n03793489", "mouse"],
              "674": ["n03794056", "mousetrap"],
              "675": ["n03796401", "moving_van"],
              "676": ["n03803284", "muzzle"],
              "677": ["n03804744", "nail"],
              "678": ["n03814639", "neck_brace"],
              "679": ["n03814906", "necklace"],
              "680": ["n03825788", "nipple"],
              "681": ["n03832673", "notebook"],
              "682": ["n03837869", "obelisk"],
              "683": ["n03838899", "oboe"],
              "684": ["n03840681", "ocarina"],
              "685": ["n03841143", "odometer"],
              "686": ["n03843555", "oil_filter"],
              "687": ["n03854065", "organ"],
              "688": ["n03857828", "oscilloscope"],
              "689": ["n03866082", "overskirt"],
              "690": ["n03868242", "oxcart"],
              "691": ["n03868863", "oxygen_mask"],
              "692": ["n03871628", "packet"],
              "693": ["n03873416", "paddle"],
              "694": ["n03874293", "paddlewheel"],
              "695": ["n03874599", "padlock"],
              "696": ["n03876231", "paintbrush"],
              "697": ["n03877472", "pajama"],
              "698": ["n03877845", "palace"],
              "699": ["n03884397", "panpipe"],
              "700": ["n03887697", "paper_towel"],
              "701": ["n03888257", "parachute"],
              "702": ["n03888605", "parallel_bars"],
              "703": ["n03891251", "park_bench"],
              "704": ["n03891332", "parking_meter"],
              "705": ["n03895866", "passenger_car"],
              "706": ["n03899768", "patio"],
              "707": ["n03902125", "pay-phone"],
              "708": ["n03903868", "pedestal"],
              "709": ["n03908618", "pencil_box"],
              "710": ["n03908714", "pencil_sharpener"],
              "711": ["n03916031", "perfume"],
              "712": ["n03920288", "Petri_dish"],
              "713": ["n03924679", "photocopier"],
              "714": ["n03929660", "pick"],
              "715": ["n03929855", "pickelhaube"],
              "716": ["n03930313", "picket_fence"],
              "717": ["n03930630", "pickup"],
              "718": ["n03933933", "pier"],
              "719": ["n03935335", "piggy_bank"],
              "720": ["n03937543", "pill_bottle"],
              "721": ["n03938244", "pillow"],
              "722": ["n03942813", "ping-pong_ball"],
              "723": ["n03944341", "pinwheel"],
              "724": ["n03947888", "pirate"],
              "725": ["n03950228", "pitcher"],
              "726": ["n03954731", "plane"],
              "727": ["n03956157", "planetarium"],
              "728": ["n03958227", "plastic_bag"],
              "729": ["n03961711", "plate_rack"],
              "730": ["n03967562", "plow"],
              "731": ["n03970156", "plunger"],
              "732": ["n03976467", "Polaroid_camera"],
              "733": ["n03976657", "pole"],
              "734": ["n03977966", "police_van"],
              "735": ["n03980874", "poncho"],
              "736": ["n03982430", "pool_table"],
              "737": ["n03983396", "pop_bottle"],
              "738": ["n03991062", "pot"],
              "739": ["n03992509", "potter's_wheel"],
              "740": ["n03995372", "power_drill"],
              "741": ["n03998194", "prayer_rug"],
              "742": ["n04004767", "printer"],
              "743": ["n04005630", "prison"],
              "744": ["n04008634", "projectile"],
              "745": ["n04009552", "projector"],
              "746": ["n04019541", "puck"],
              "747": ["n04023962", "punching_bag"],
              "748": ["n04026417", "purse"],
              "749": ["n04033901", "quill"],
              "750": ["n04033995", "quilt"],
              "751": ["n04037443", "racer"],
              "752": ["n04039381", "racket"],
              "753": ["n04040759", "radiator"],
              "754": ["n04041544", "radio"],
              "755": ["n04044716", "radio_telescope"],
              "756": ["n04049303", "rain_barrel"],
              "757": ["n04065272", "recreational_vehicle"],
              "758": ["n04067472", "reel"],
              "759": ["n04069434", "reflex_camera"],
              "760": ["n04070727", "refrigerator"],
              "761": ["n04074963", "remote_control"],
              "762": ["n04081281", "restaurant"],
              "763": ["n04086273", "revolver"],
              "764": ["n04090263", "rifle"],
              "765": ["n04099969", "rocking_chair"],
              "766": ["n04111531", "rotisserie"],
              "767": ["n04116512", "rubber_eraser"],
              "768": ["n04118538", "rugby_ball"],
              "769": ["n04118776", "rule"],
              "770": ["n04120489", "running_shoe"],
              "771": ["n04125021", "safe"],
              "772": ["n04127249", "safety_pin"],
              "773": ["n04131690", "saltshaker"],
              "774": ["n04133789", "sandal"],
              "775": ["n04136333", "sarong"],
              "776": ["n04141076", "sax"],
              "777": ["n04141327", "scabbard"],
              "778": ["n04141975", "scale"],
              "779": ["n04146614", "school_bus"],
              "780": ["n04147183", "schooner"],
              "781": ["n04149813", "scoreboard"],
              "782": ["n04152593", "screen"],
              "783": ["n04153751", "screw"],
              "784": ["n04154565", "screwdriver"],
              "785": ["n04162706", "seat_belt"],
              "786": ["n04179913", "sewing_machine"],
              "787": ["n04192698", "shield"],
              "788": ["n04200800", "shoe_shop"],
              "789": ["n04201297", "shoji"],
              "790": ["n04204238", "shopping_basket"],
              "791": ["n04204347", "shopping_cart"],
              "792": ["n04208210", "shovel"],
              "793": ["n04209133", "shower_cap"],
              "794": ["n04209239", "shower_curtain"],
              "795": ["n04228054", "ski"],
              "796": ["n04229816", "ski_mask"],
              "797": ["n04235860", "sleeping_bag"],
              "798": ["n04238763", "slide_rule"],
              "799": ["n04239074", "sliding_door"],
              "800": ["n04243546", "slot"],
              "801": ["n04251144", "snorkel"],
              "802": ["n04252077", "snowmobile"],
              "803": ["n04252225", "snowplow"],
              "804": ["n04254120", "soap_dispenser"],
              "805": ["n04254680", "soccer_ball"],
              "806": ["n04254777", "sock"],
              "807": ["n04258138", "solar_dish"],
              "808": ["n04259630", "sombrero"],
              "809": ["n04263257", "soup_bowl"],
              "810": ["n04264628", "space_bar"],
              "811": ["n04265275", "space_heater"],
              "812": ["n04266014", "space_shuttle"],
              "813": ["n04270147", "spatula"],
              "814": ["n04273569", "speedboat"],
              "815": ["n04275548", "spider_web"],
              "816": ["n04277352", "spindle"],
              "817": ["n04285008", "sports_car"],
              "818": ["n04286575", "spotlight"],
              "819": ["n04296562", "stage"],
              "820": ["n04310018", "steam_locomotive"],
              "821": ["n04311004", "steel_arch_bridge"],
              "822": ["n04311174", "steel_drum"],
              "823": ["n04317175", "stethoscope"],
              "824": ["n04325704", "stole"],
              "825": ["n04326547", "stone_wall"],
              "826": ["n04328186", "stopwatch"],
              "827": ["n04330267", "stove"],
              "828": ["n04332243", "strainer"],
              "829": ["n04335435", "streetcar"],
              "830": ["n04336792", "stretcher"],
              "831": ["n04344873", "studio_couch"],
              "832": ["n04346328", "stupa"],
              "833": ["n04347754", "submarine"],
              "834": ["n04350905", "suit"],
              "835": ["n04355338", "sundial"],
              "836": ["n04355933", "sunglass"],
              "837": ["n04356056", "sunglasses"],
              "838": ["n04357314", "sunscreen"],
              "839": ["n04366367", "suspension_bridge"],
              "840": ["n04367480", "swab"],
              "841": ["n04370456", "sweatshirt"],
              "842": ["n04371430", "swimming_trunks"],
              "843": ["n04371774", "swing"],
              "844": ["n04372370", "switch"],
              "845": ["n04376876", "syringe"],
              "846": ["n04380533", "table_lamp"],
              "847": ["n04389033", "tank"],
              "848": ["n04392985", "tape_player"],
              "849": ["n04398044", "teapot"],
              "850": ["n04399382", "teddy"],
              "851": ["n04404412", "television"],
              "852": ["n04409515", "tennis_ball"],
              "853": ["n04417672", "thatch"],
              "854": ["n04418357", "theater_curtain"],
              "855": ["n04423845", "thimble"],
              "856": ["n04428191", "thresher"],
              "857": ["n04429376", "throne"],
              "858": ["n04435653", "tile_roof"],
              "859": ["n04442312", "toaster"],
              "860": ["n04443257", "tobacco_shop"],
              "861": ["n04447861", "toilet_seat"],
              "862": ["n04456115", "torch"],
              "863": ["n04458633", "totem_pole"],
              "864": ["n04461696", "tow_truck"],
              "865": ["n04462240", "toyshop"],
              "866": ["n04465501", "tractor"],
              "867": ["n04467665", "trailer_truck"],
              "868": ["n04476259", "tray"],
              "869": ["n04479046", "trench_coat"],
              "870": ["n04482393", "tricycle"],
              "871": ["n04483307", "trimaran"],
              "872": ["n04485082", "tripod"],
              "873": ["n04486054", "triumphal_arch"],
              "874": ["n04487081", "trolleybus"],
              "875": ["n04487394", "trombone"],
              "876": ["n04493381", "tub"],
              "877": ["n04501370", "turnstile"],
              "878": ["n04505470", "typewriter_keyboard"],
              "879": ["n04507155", "umbrella"],
              "880": ["n04509417", "unicycle"],
              "881": ["n04515003", "upright"],
              "882": ["n04517823", "vacuum"],
              "883": ["n04522168", "vase"],
              "884": ["n04523525", "vault"],
              "885": ["n04525038", "velvet"],
              "886": ["n04525305", "vending_machine"],
              "887": ["n04532106", "vestment"],
              "888": ["n04532670", "viaduct"],
              "889": ["n04536866", "violin"],
              "890": ["n04540053", "volleyball"],
              "891": ["n04542943", "waffle_iron"],
              "892": ["n04548280", "wall_clock"],
              "893": ["n04548362", "wallet"],
              "894": ["n04550184", "wardrobe"],
              "895": ["n04552348", "warplane"],
              "896": ["n04553703", "washbasin"],
              "897": ["n04554684", "washer"],
              "898": ["n04557648", "water_bottle"],
              "899": ["n04560804", "water_jug"],
              "900": ["n04562935", "water_tower"],
              "901": ["n04579145", "whiskey_jug"],
              "902": ["n04579432", "whistle"],
              "903": ["n04584207", "wig"],
              "904": ["n04589890", "window_screen"],
              "905": ["n04590129", "window_shade"],
              "906": ["n04591157", "Windsor_tie"],
              "907": ["n04591713", "wine_bottle"],
              "908": ["n04592741", "wing"],
              "909": ["n04596742", "wok"],
              "910": ["n04597913", "wooden_spoon"],
              "911": ["n04599235", "wool"],
              "912": ["n04604644", "worm_fence"],
              "913": ["n04606251", "wreck"],
              "914": ["n04612504", "yawl"],
              "915": ["n04613696", "yurt"],
              "916": ["n06359193", "web_site"],
              "917": ["n06596364", "comic_book"],
              "918": ["n06785654", "crossword_puzzle"],
              "919": ["n06794110", "street_sign"],
              "920": ["n06874185", "traffic_light"],
              "921": ["n07248320", "book_jacket"],
              "922": ["n07565083", "menu"],
              "923": ["n07579787", "plate"],
              "924": ["n07583066", "guacamole"],
              "925": ["n07584110", "consomme"],
              "926": ["n07590611", "hot_pot"],
              "927": ["n07613480", "trifle"],
              "928": ["n07614500", "ice_cream"],
              "929": ["n07615774", "ice_lolly"],
              "930": ["n07684084", "French_loaf"],
              "931": ["n07693725", "bagel"],
              "932": ["n07695742", "pretzel"],
              "933": ["n07697313", "cheeseburger"],
              "934": ["n07697537", "hotdog"],
              "935": ["n07711569", "mashed_potato"],
              "936": ["n07714571", "head_cabbage"],
              "937": ["n07714990", "broccoli"],
              "938": ["n07715103", "cauliflower"],
              "939": ["n07716358", "zucchini"],
              "940": ["n07716906", "spaghetti_squash"],
              "941": ["n07717410", "acorn_squash"],
              "942": ["n07717556", "butternut_squash"],
              "943": ["n07718472", "cucumber"],
              "944": ["n07718747", "artichoke"],
              "945": ["n07720875", "bell_pepper"],
              "946": ["n07730033", "cardoon"],
              "947": ["n07734744", "mushroom"],
              "948": ["n07742313", "Granny_Smith"],
              "949": ["n07745940", "strawberry"],
              "950": ["n07747607", "orange"],
              "951": ["n07749582", "lemon"],
              "952": ["n07753113", "fig"],
              "953": ["n07753275", "pineapple"],
              "954": ["n07753592", "banana"],
              "955": ["n07754684", "jackfruit"],
              "956": ["n07760859", "custard_apple"],
              "957": ["n07768694", "pomegranate"],
              "958": ["n07802026", "hay"],
              "959": ["n07831146", "carbonara"],
              "960": ["n07836838", "chocolate_sauce"],
              "961": ["n07860988", "dough"],
              "962": ["n07871810", "meat_loaf"],
              "963": ["n07873807", "pizza"],
              "964": ["n07875152", "potpie"],
              "965": ["n07880968", "burrito"],
              "966": ["n07892512", "red_wine"],
              "967": ["n07920052", "espresso"],
              "968": ["n07930864", "cup"],
              "969": ["n07932039", "eggnog"],
              "970": ["n09193705", "alp"],
              "971": ["n09229709", "bubble"],
              "972": ["n09246464", "cliff"],
              "973": ["n09256479", "coral_reef"],
              "974": ["n09288635", "geyser"],
              "975": ["n09332890", "lakeside"],
              "976": ["n09399592", "promontory"],
              "977": ["n09421951", "sandbar"],
              "978": ["n09428293", "seashore"],
              "979": ["n09468604", "valley"],
              "980": ["n09472597", "volcano"],
              "981": ["n09835506", "ballplayer"],
              "982": ["n10148035", "groom"],
              "983": ["n10565667", "scuba_diver"],
              "984": ["n11879895", "rapeseed"],
              "985": ["n11939491", "daisy"],
              "986": ["n12057211", "yellow_lady's_slipper"],
              "987": ["n12144580", "corn"],
              "988": ["n12267677", "acorn"],
              "989": ["n12620546", "hip"],
              "990": ["n12768682", "buckeye"],
              "991": ["n12985857", "coral_fungus"],
              "992": ["n12998815", "agaric"],
              "993": ["n13037406", "gyromitra"],
              "994": ["n13040303", "stinkhorn"],
              "995": ["n13044778", "earthstar"],
              "996": ["n13052670", "hen-of-the-woods"],
              "997": ["n13054560", "bolete"],
              "998": ["n13133613", "ear"],
              "999": ["n15075141", "toilet_tissue"],
          }
      results = []
      for pred in preds:
          top_indices = pred.argsort()[-top:][::-1]
          result = [
              tuple(CLASS_INDEX[str(i)]) + (pred[i],)
              for i in top_indices
          ]
          result.sort(key=lambda x: x[2], reverse=True)
          results.append(result)
      return results
  
label_desc: Use image node_id 2 for calling a global function with example usage: decode_predictions(preds, top) and returns: results