add everything

.gitattributes

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+*.png filter=lfs diff=lfs merge=lfs -text
+data/256/train-00000-of-00011.parquet filter=lfs diff=lfs merge=lfs -text
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.gitignore

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+__pycache__/
+.ipynb_checkpoints/
+.pytest_cache/
+venv/
+*.ipynb

README.md

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+---
+pretty_name: ImageNet SDXL Quantized
+size_categories:
+- 1M<n<10M
+configs:
+- config_name: '256'
+  data_files:
+  - split: train
+    path: data/256/train-*
+  - split: validation
+    path: data/256/validation-*
+  - split: test
+    path: data/256/test-*
+- config_name: '512'
+  data_files:
+  - split: train
+    path: data/512/train-*
+  - split: validation
+    path: data/512/validation-*
+  - split: test
+    path: data/512/test-*
+dataset_info:
+- config_name: '256'
+  features:
+  - name: image
+    dtype: image
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': tench, Tinca tinca
+          '1': goldfish, Carassius auratus
+          '2': >-
+            great white shark, white shark, man-eater, man-eating shark,
+            Carcharodon carcharias
+          '3': tiger shark, Galeocerdo cuvieri
+          '4': hammerhead, hammerhead shark
+          '5': electric ray, crampfish, numbfish, torpedo
+          '6': stingray
+          '7': cock
+          '8': hen
+          '9': ostrich, Struthio camelus
+          '10': brambling, Fringilla montifringilla
+          '11': goldfinch, Carduelis carduelis
+          '12': house finch, linnet, Carpodacus mexicanus
+          '13': junco, snowbird
+          '14': indigo bunting, indigo finch, indigo bird, Passerina cyanea
+          '15': robin, American robin, Turdus migratorius
+          '16': bulbul
+          '17': jay
+          '18': magpie
+          '19': chickadee
+          '20': water ouzel, dipper
+          '21': kite
+          '22': bald eagle, American eagle, Haliaeetus leucocephalus
+          '23': vulture
+          '24': great grey owl, great gray owl, Strix nebulosa
+          '25': European fire salamander, Salamandra salamandra
+          '26': common newt, Triturus vulgaris
+          '27': eft
+          '28': spotted salamander, Ambystoma maculatum
+          '29': axolotl, mud puppy, Ambystoma mexicanum
+          '30': bullfrog, Rana catesbeiana
+          '31': tree frog, tree-frog
+          '32': tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
+          '33': loggerhead, loggerhead turtle, Caretta caretta
+          '34': >-
+            leatherback turtle, leatherback, leathery turtle, Dermochelys
+            coriacea
+          '35': mud turtle
+          '36': terrapin
+          '37': box turtle, box tortoise
+          '38': banded gecko
+          '39': common iguana, iguana, Iguana iguana
+          '40': American chameleon, anole, Anolis carolinensis
+          '41': whiptail, whiptail lizard
+          '42': agama
+          '43': frilled lizard, Chlamydosaurus kingi
+          '44': alligator lizard
+          '45': Gila monster, Heloderma suspectum
+          '46': green lizard, Lacerta viridis
+          '47': African chameleon, Chamaeleo chamaeleon
+          '48': >-
+            Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus
+            komodoensis
+          '49': African crocodile, Nile crocodile, Crocodylus niloticus
+          '50': American alligator, Alligator mississipiensis
+          '51': triceratops
+          '52': thunder snake, worm snake, Carphophis amoenus
+          '53': ringneck snake, ring-necked snake, ring snake
+          '54': hognose snake, puff adder, sand viper
+          '55': green snake, grass snake
+          '56': king snake, kingsnake
+          '57': garter snake, grass snake
+          '58': water snake
+          '59': vine snake
+          '60': night snake, Hypsiglena torquata
+          '61': boa constrictor, Constrictor constrictor
+          '62': rock python, rock snake, Python sebae
+          '63': Indian cobra, Naja naja
+          '64': green mamba
+          '65': sea snake
+          '66': horned viper, cerastes, sand viper, horned asp, Cerastes cornutus
+          '67': diamondback, diamondback rattlesnake, Crotalus adamanteus
+          '68': sidewinder, horned rattlesnake, Crotalus cerastes
+          '69': trilobite
+          '70': harvestman, daddy longlegs, Phalangium opilio
+          '71': scorpion
+          '72': black and gold garden spider, Argiope aurantia
+          '73': barn spider, Araneus cavaticus
+          '74': garden spider, Aranea diademata
+          '75': black widow, Latrodectus mactans
+          '76': tarantula
+          '77': wolf spider, hunting spider
+          '78': tick
+          '79': centipede
+          '80': black grouse
+          '81': ptarmigan
+          '82': ruffed grouse, partridge, Bonasa umbellus
+          '83': prairie chicken, prairie grouse, prairie fowl
+          '84': peacock
+          '85': quail
+          '86': partridge
+          '87': African grey, African gray, Psittacus erithacus
+          '88': macaw
+          '89': sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita
+          '90': lorikeet
+          '91': coucal
+          '92': bee eater
+          '93': hornbill
+          '94': hummingbird
+          '95': jacamar
+          '96': toucan
+          '97': drake
+          '98': red-breasted merganser, Mergus serrator
+          '99': goose
+          '100': black swan, Cygnus atratus
+          '101': tusker
+          '102': echidna, spiny anteater, anteater
+          '103': >-
+            platypus, duckbill, duckbilled platypus, duck-billed platypus,
+            Ornithorhynchus anatinus
+          '104': wallaby, brush kangaroo
+          '105': >-
+            koala, koala bear, kangaroo bear, native bear, Phascolarctos
+            cinereus
+          '106': wombat
+          '107': jellyfish
+          '108': sea anemone, anemone
+          '109': brain coral
+          '110': flatworm, platyhelminth
+          '111': nematode, nematode worm, roundworm
+          '112': conch
+          '113': snail
+          '114': slug
+          '115': sea slug, nudibranch
+          '116': chiton, coat-of-mail shell, sea cradle, polyplacophore
+          '117': chambered nautilus, pearly nautilus, nautilus
+          '118': Dungeness crab, Cancer magister
+          '119': rock crab, Cancer irroratus
+          '120': fiddler crab
+          '121': >-
+            king crab, Alaska crab, Alaskan king crab, Alaska king crab,
+            Paralithodes camtschatica
+          '122': >-
+            American lobster, Northern lobster, Maine lobster, Homarus
+            americanus
+          '123': >-
+            spiny lobster, langouste, rock lobster, crawfish, crayfish, sea
+            crawfish
+          '124': crayfish, crawfish, crawdad, crawdaddy
+          '125': hermit crab
+          '126': isopod
+          '127': white stork, Ciconia ciconia
+          '128': black stork, Ciconia nigra
+          '129': spoonbill
+          '130': flamingo
+          '131': little blue heron, Egretta caerulea
+          '132': American egret, great white heron, Egretta albus
+          '133': bittern
+          '134': crane
+          '135': limpkin, Aramus pictus
+          '136': European gallinule, Porphyrio porphyrio
+          '137': American coot, marsh hen, mud hen, water hen, Fulica americana
+          '138': bustard
+          '139': ruddy turnstone, Arenaria interpres
+          '140': red-backed sandpiper, dunlin, Erolia alpina
+          '141': redshank, Tringa totanus
+          '142': dowitcher
+          '143': oystercatcher, oyster catcher
+          '144': pelican
+          '145': king penguin, Aptenodytes patagonica
+          '146': albatross, mollymawk
+          '147': >-
+            grey whale, gray whale, devilfish, Eschrichtius gibbosus,
+            Eschrichtius robustus
+          '148': killer whale, killer, orca, grampus, sea wolf, Orcinus orca
+          '149': dugong, Dugong dugon
+          '150': sea lion
+          '151': Chihuahua
+          '152': Japanese spaniel
+          '153': Maltese dog, Maltese terrier, Maltese
+          '154': Pekinese, Pekingese, Peke
+          '155': Shih-Tzu
+          '156': Blenheim spaniel
+          '157': papillon
+          '158': toy terrier
+          '159': Rhodesian ridgeback
+          '160': Afghan hound, Afghan
+          '161': basset, basset hound
+          '162': beagle
+          '163': bloodhound, sleuthhound
+          '164': bluetick
+          '165': black-and-tan coonhound
+          '166': Walker hound, Walker foxhound
+          '167': English foxhound
+          '168': redbone
+          '169': borzoi, Russian wolfhound
+          '170': Irish wolfhound
+          '171': Italian greyhound
+          '172': whippet
+          '173': Ibizan hound, Ibizan Podenco
+          '174': Norwegian elkhound, elkhound
+          '175': otterhound, otter hound
+          '176': Saluki, gazelle hound
+          '177': Scottish deerhound, deerhound
+          '178': Weimaraner
+          '179': Staffordshire bullterrier, Staffordshire bull terrier
+          '180': >-
+            American Staffordshire terrier, Staffordshire terrier, American
+            pit bull terrier, pit bull terrier
+          '181': Bedlington terrier
+          '182': Border terrier
+          '183': Kerry blue terrier
+          '184': Irish terrier
+          '185': Norfolk terrier
+          '186': Norwich terrier
+          '187': Yorkshire terrier
+          '188': wire-haired fox terrier
+          '189': Lakeland terrier
+          '190': Sealyham terrier, Sealyham
+          '191': Airedale, Airedale terrier
+          '192': cairn, cairn terrier
+          '193': Australian terrier
+          '194': Dandie Dinmont, Dandie Dinmont terrier
+          '195': Boston bull, Boston terrier
+          '196': miniature schnauzer
+          '197': giant schnauzer
+          '198': standard schnauzer
+          '199': Scotch terrier, Scottish terrier, Scottie
+          '200': Tibetan terrier, chrysanthemum dog
+          '201': silky terrier, Sydney silky
+          '202': soft-coated wheaten terrier
+          '203': West Highland white terrier
+          '204': Lhasa, Lhasa apso
+          '205': flat-coated retriever
+          '206': curly-coated retriever
+          '207': golden retriever
+          '208': Labrador retriever
+          '209': Chesapeake Bay retriever
+          '210': German short-haired pointer
+          '211': vizsla, Hungarian pointer
+          '212': English setter
+          '213': Irish setter, red setter
+          '214': Gordon setter
+          '215': Brittany spaniel
+          '216': clumber, clumber spaniel
+          '217': English springer, English springer spaniel
+          '218': Welsh springer spaniel
+          '219': cocker spaniel, English cocker spaniel, cocker
+          '220': Sussex spaniel
+          '221': Irish water spaniel
+          '222': kuvasz
+          '223': schipperke
+          '224': groenendael
+          '225': malinois
+          '226': briard
+          '227': kelpie
+          '228': komondor
+          '229': Old English sheepdog, bobtail
+          '230': Shetland sheepdog, Shetland sheep dog, Shetland
+          '231': collie
+          '232': Border collie
+          '233': Bouvier des Flandres, Bouviers des Flandres
+          '234': Rottweiler
+          '235': German shepherd, German shepherd dog, German police dog, alsatian
+          '236': Doberman, Doberman pinscher
+          '237': miniature pinscher
+          '238': Greater Swiss Mountain dog
+          '239': Bernese mountain dog
+          '240': Appenzeller
+          '241': EntleBucher
+          '242': boxer
+          '243': bull mastiff
+          '244': Tibetan mastiff
+          '245': French bulldog
+          '246': Great Dane
+          '247': Saint Bernard, St Bernard
+          '248': Eskimo dog, husky
+          '249': malamute, malemute, Alaskan malamute
+          '250': Siberian husky
+          '251': dalmatian, coach dog, carriage dog
+          '252': affenpinscher, monkey pinscher, monkey dog
+          '253': basenji
+          '254': pug, pug-dog
+          '255': Leonberg
+          '256': Newfoundland, Newfoundland dog
+          '257': Great Pyrenees
+          '258': Samoyed, Samoyede
+          '259': Pomeranian
+          '260': chow, chow chow
+          '261': keeshond
+          '262': Brabancon griffon
+          '263': Pembroke, Pembroke Welsh corgi
+          '264': Cardigan, Cardigan Welsh corgi
+          '265': toy poodle
+          '266': miniature poodle
+          '267': standard poodle
+          '268': Mexican hairless
+          '269': timber wolf, grey wolf, gray wolf, Canis lupus
+          '270': white wolf, Arctic wolf, Canis lupus tundrarum
+          '271': red wolf, maned wolf, Canis rufus, Canis niger
+          '272': coyote, prairie wolf, brush wolf, Canis latrans
+          '273': dingo, warrigal, warragal, Canis dingo
+          '274': dhole, Cuon alpinus
+          '275': African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus
+          '276': hyena, hyaena
+          '277': red fox, Vulpes vulpes
+          '278': kit fox, Vulpes macrotis
+          '279': Arctic fox, white fox, Alopex lagopus
+          '280': grey fox, gray fox, Urocyon cinereoargenteus
+          '281': tabby, tabby cat
+          '282': tiger cat
+          '283': Persian cat
+          '284': Siamese cat, Siamese
+          '285': Egyptian cat
+          '286': >-
+            cougar, puma, catamount, mountain lion, painter, panther, Felis
+            concolor
+          '287': lynx, catamount
+          '288': leopard, Panthera pardus
+          '289': snow leopard, ounce, Panthera uncia
+          '290': jaguar, panther, Panthera onca, Felis onca
+          '291': lion, king of beasts, Panthera leo
+          '292': tiger, Panthera tigris
+          '293': cheetah, chetah, Acinonyx jubatus
+          '294': brown bear, bruin, Ursus arctos
+          '295': >-
+            American black bear, black bear, Ursus americanus, Euarctos
+            americanus
+          '296': ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
+          '297': sloth bear, Melursus ursinus, Ursus ursinus
+          '298': mongoose
+          '299': meerkat, mierkat
+          '300': tiger beetle
+          '301': ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle
+          '302': ground beetle, carabid beetle
+          '303': long-horned beetle, longicorn, longicorn beetle
+          '304': leaf beetle, chrysomelid
+          '305': dung beetle
+          '306': rhinoceros beetle
+          '307': weevil
+          '308': fly
+          '309': bee
+          '310': ant, emmet, pismire
+          '311': grasshopper, hopper
+          '312': cricket
+          '313': walking stick, walkingstick, stick insect
+          '314': cockroach, roach
+          '315': mantis, mantid
+          '316': cicada, cicala
+          '317': leafhopper
+          '318': lacewing, lacewing fly
+          '319': >-
+            dragonfly, darning needle, devil's darning needle, sewing needle,
+            snake feeder, snake doctor, mosquito hawk, skeeter hawk
+          '320': damselfly
+          '321': admiral
+          '322': ringlet, ringlet butterfly
+          '323': monarch, monarch butterfly, milkweed butterfly, Danaus plexippus
+          '324': cabbage butterfly
+          '325': sulphur butterfly, sulfur butterfly
+          '326': lycaenid, lycaenid butterfly
+          '327': starfish, sea star
+          '328': sea urchin
+          '329': sea cucumber, holothurian
+          '330': wood rabbit, cottontail, cottontail rabbit
+          '331': hare
+          '332': Angora, Angora rabbit
+          '333': hamster
+          '334': porcupine, hedgehog
+          '335': fox squirrel, eastern fox squirrel, Sciurus niger
+          '336': marmot
+          '337': beaver
+          '338': guinea pig, Cavia cobaya
+          '339': sorrel
+          '340': zebra
+          '341': hog, pig, grunter, squealer, Sus scrofa
+          '342': wild boar, boar, Sus scrofa
+          '343': warthog
+          '344': hippopotamus, hippo, river horse, Hippopotamus amphibius
+          '345': ox
+          '346': water buffalo, water ox, Asiatic buffalo, Bubalus bubalis
+          '347': bison
+          '348': ram, tup
+          '349': >-
+            bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky
+            Mountain sheep, Ovis canadensis
+          '350': ibex, Capra ibex
+          '351': hartebeest
+          '352': impala, Aepyceros melampus
+          '353': gazelle
+          '354': Arabian camel, dromedary, Camelus dromedarius
+          '355': llama
+          '356': weasel
+          '357': mink
+          '358': polecat, fitch, foulmart, foumart, Mustela putorius
+          '359': black-footed ferret, ferret, Mustela nigripes
+          '360': otter
+          '361': skunk, polecat, wood pussy
+          '362': badger
+          '363': armadillo
+          '364': three-toed sloth, ai, Bradypus tridactylus
+          '365': orangutan, orang, orangutang, Pongo pygmaeus
+          '366': gorilla, Gorilla gorilla
+          '367': chimpanzee, chimp, Pan troglodytes
+          '368': gibbon, Hylobates lar
+          '369': siamang, Hylobates syndactylus, Symphalangus syndactylus
+          '370': guenon, guenon monkey
+          '371': patas, hussar monkey, Erythrocebus patas
+          '372': baboon
+          '373': macaque
+          '374': langur
+          '375': colobus, colobus monkey
+          '376': proboscis monkey, Nasalis larvatus
+          '377': marmoset
+          '378': capuchin, ringtail, Cebus capucinus
+          '379': howler monkey, howler
+          '380': titi, titi monkey
+          '381': spider monkey, Ateles geoffroyi
+          '382': squirrel monkey, Saimiri sciureus
+          '383': Madagascar cat, ring-tailed lemur, Lemur catta
+          '384': indri, indris, Indri indri, Indri brevicaudatus
+          '385': Indian elephant, Elephas maximus
+          '386': African elephant, Loxodonta africana
+          '387': >-
+            lesser panda, red panda, panda, bear cat, cat bear, Ailurus
+            fulgens
+          '388': giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca
+          '389': barracouta, snoek
+          '390': eel
+          '391': >-
+            coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus
+            kisutch
+          '392': rock beauty, Holocanthus tricolor
+          '393': anemone fish
+          '394': sturgeon
+          '395': gar, garfish, garpike, billfish, Lepisosteus osseus
+          '396': lionfish
+          '397': puffer, pufferfish, blowfish, globefish
+          '398': abacus
+          '399': abaya
+          '400': academic gown, academic robe, judge's robe
+          '401': accordion, piano accordion, squeeze box
+          '402': acoustic guitar
+          '403': aircraft carrier, carrier, flattop, attack aircraft carrier
+          '404': airliner
+          '405': airship, dirigible
+          '406': altar
+          '407': ambulance
+          '408': amphibian, amphibious vehicle
+          '409': analog clock
+          '410': apiary, bee house
+          '411': apron
+          '412': >-
+            ashcan, trash can, garbage can, wastebin, ash bin, ash-bin,
+            ashbin, dustbin, trash barrel, trash bin
+          '413': assault rifle, assault gun
+          '414': backpack, back pack, knapsack, packsack, rucksack, haversack
+          '415': bakery, bakeshop, bakehouse
+          '416': balance beam, beam
+          '417': balloon
+          '418': ballpoint, ballpoint pen, ballpen, Biro
+          '419': Band Aid
+          '420': banjo
+          '421': bannister, banister, balustrade, balusters, handrail
+          '422': barbell
+          '423': barber chair
+          '424': barbershop
+          '425': barn
+          '426': barometer
+          '427': barrel, cask
+          '428': barrow, garden cart, lawn cart, wheelbarrow
+          '429': baseball
+          '430': basketball
+          '431': bassinet
+          '432': bassoon
+          '433': bathing cap, swimming cap
+          '434': bath towel
+          '435': bathtub, bathing tub, bath, tub
+          '436': >-
+            beach wagon, station wagon, wagon, estate car, beach waggon,
+            station waggon, waggon
+          '437': beacon, lighthouse, beacon light, pharos
+          '438': beaker
+          '439': bearskin, busby, shako
+          '440': beer bottle
+          '441': beer glass
+          '442': bell cote, bell cot
+          '443': bib
+          '444': bicycle-built-for-two, tandem bicycle, tandem
+          '445': bikini, two-piece
+          '446': binder, ring-binder
+          '447': binoculars, field glasses, opera glasses
+          '448': birdhouse
+          '449': boathouse
+          '450': bobsled, bobsleigh, bob
+          '451': bolo tie, bolo, bola tie, bola
+          '452': bonnet, poke bonnet
+          '453': bookcase
+          '454': bookshop, bookstore, bookstall
+          '455': bottlecap
+          '456': bow
+          '457': bow tie, bow-tie, bowtie
+          '458': brass, memorial tablet, plaque
+          '459': brassiere, bra, bandeau
+          '460': breakwater, groin, groyne, mole, bulwark, seawall, jetty
+          '461': breastplate, aegis, egis
+          '462': broom
+          '463': bucket, pail
+          '464': buckle
+          '465': bulletproof vest
+          '466': bullet train, bullet
+          '467': butcher shop, meat market
+          '468': cab, hack, taxi, taxicab
+          '469': caldron, cauldron
+          '470': candle, taper, wax light
+          '471': cannon
+          '472': canoe
+          '473': can opener, tin opener
+          '474': cardigan
+          '475': car mirror
+          '476': carousel, carrousel, merry-go-round, roundabout, whirligig
+          '477': carpenter's kit, tool kit
+          '478': carton
+          '479': car wheel
+          '480': >-
+            cash machine, cash dispenser, automated teller machine, automatic
+            teller machine, automated teller, automatic teller, ATM
+          '481': cassette
+          '482': cassette player
+          '483': castle
+          '484': catamaran
+          '485': CD player
+          '486': cello, violoncello
+          '487': cellular telephone, cellular phone, cellphone, cell, mobile phone
+          '488': chain
+          '489': chainlink fence
+          '490': >-
+            chain mail, ring mail, mail, chain armor, chain armour, ring
+            armor, ring armour
+          '491': chain saw, chainsaw
+          '492': chest
+          '493': chiffonier, commode
+          '494': chime, bell, gong
+          '495': china cabinet, china closet
+          '496': Christmas stocking
+          '497': church, church building
+          '498': cinema, movie theater, movie theatre, movie house, picture palace
+          '499': cleaver, meat cleaver, chopper
+          '500': cliff dwelling
+          '501': cloak
+          '502': clog, geta, patten, sabot
+          '503': cocktail shaker
+          '504': coffee mug
+          '505': coffeepot
+          '506': coil, spiral, volute, whorl, helix
+          '507': combination lock
+          '508': computer keyboard, keypad
+          '509': confectionery, confectionary, candy store
+          '510': container ship, containership, container vessel
+          '511': convertible
+          '512': corkscrew, bottle screw
+          '513': cornet, horn, trumpet, trump
+          '514': cowboy boot
+          '515': cowboy hat, ten-gallon hat
+          '516': cradle
+          '517': crane2
+          '518': crash helmet
+          '519': crate
+          '520': crib, cot
+          '521': Crock Pot
+          '522': croquet ball
+          '523': crutch
+          '524': cuirass
+          '525': dam, dike, dyke
+          '526': desk
+          '527': desktop computer
+          '528': dial telephone, dial phone
+          '529': diaper, nappy, napkin
+          '530': digital clock
+          '531': digital watch
+          '532': dining table, board
+          '533': dishrag, dishcloth
+          '534': dishwasher, dish washer, dishwashing machine
+          '535': disk brake, disc brake
+          '536': dock, dockage, docking facility
+          '537': dogsled, dog sled, dog sleigh
+          '538': dome
+          '539': doormat, welcome mat
+          '540': drilling platform, offshore rig
+          '541': drum, membranophone, tympan
+          '542': drumstick
+          '543': dumbbell
+          '544': Dutch oven
+          '545': electric fan, blower
+          '546': electric guitar
+          '547': electric locomotive
+          '548': entertainment center
+          '549': envelope
+          '550': espresso maker
+          '551': face powder
+          '552': feather boa, boa
+          '553': file, file cabinet, filing cabinet
+          '554': fireboat
+          '555': fire engine, fire truck
+          '556': fire screen, fireguard
+          '557': flagpole, flagstaff
+          '558': flute, transverse flute
+          '559': folding chair
+          '560': football helmet
+          '561': forklift
+          '562': fountain
+          '563': fountain pen
+          '564': four-poster
+          '565': freight car
+          '566': French horn, horn
+          '567': frying pan, frypan, skillet
+          '568': fur coat
+          '569': garbage truck, dustcart
+          '570': gasmask, respirator, gas helmet
+          '571': gas pump, gasoline pump, petrol pump, island dispenser
+          '572': goblet
+          '573': go-kart
+          '574': golf ball
+          '575': golfcart, golf cart
+          '576': gondola
+          '577': gong, tam-tam
+          '578': gown
+          '579': grand piano, grand
+          '580': greenhouse, nursery, glasshouse
+          '581': grille, radiator grille
+          '582': grocery store, grocery, food market, market
+          '583': guillotine
+          '584': hair slide
+          '585': hair spray
+          '586': half track
+          '587': hammer
+          '588': hamper
+          '589': hand blower, blow dryer, blow drier, hair dryer, hair drier
+          '590': hand-held computer, hand-held microcomputer
+          '591': handkerchief, hankie, hanky, hankey
+          '592': hard disc, hard disk, fixed disk
+          '593': harmonica, mouth organ, harp, mouth harp
+          '594': harp
+          '595': harvester, reaper
+          '596': hatchet
+          '597': holster
+          '598': home theater, home theatre
+          '599': honeycomb
+          '600': hook, claw
+          '601': hoopskirt, crinoline
+          '602': horizontal bar, high bar
+          '603': horse cart, horse-cart
+          '604': hourglass
+          '605': iPod
+          '606': iron, smoothing iron
+          '607': jack-o'-lantern
+          '608': jean, blue jean, denim
+          '609': jeep, landrover
+          '610': jersey, T-shirt, tee shirt
+          '611': jigsaw puzzle
+          '612': jinrikisha, ricksha, rickshaw
+          '613': joystick
+          '614': kimono
+          '615': knee pad
+          '616': knot
+          '617': lab coat, laboratory coat
+          '618': ladle
+          '619': lampshade, lamp shade
+          '620': laptop, laptop computer
+          '621': lawn mower, mower
+          '622': lens cap, lens cover
+          '623': letter opener, paper knife, paperknife
+          '624': library
+          '625': lifeboat
+          '626': lighter, light, igniter, ignitor
+          '627': limousine, limo
+          '628': liner, ocean liner
+          '629': lipstick, lip rouge
+          '630': Loafer
+          '631': lotion
+          '632': >-
+            loudspeaker, speaker, speaker unit, loudspeaker system, speaker
+            system
+          '633': loupe, jeweler's loupe
+          '634': lumbermill, sawmill
+          '635': magnetic compass
+          '636': mailbag, postbag
+          '637': mailbox, letter box
+          '638': maillot
+          '639': maillot, tank suit
+          '640': manhole cover
+          '641': maraca
+          '642': marimba, xylophone
+          '643': mask
+          '644': matchstick
+          '645': maypole
+          '646': maze, labyrinth
+          '647': measuring cup
+          '648': medicine chest, medicine cabinet
+          '649': megalith, megalithic structure
+          '650': microphone, mike
+          '651': microwave, microwave oven
+          '652': military uniform
+          '653': milk can
+          '654': minibus
+          '655': miniskirt, mini
+          '656': minivan
+          '657': missile
+          '658': mitten
+          '659': mixing bowl
+          '660': mobile home, manufactured home
+          '661': Model T
+          '662': modem
+          '663': monastery
+          '664': monitor
+          '665': moped
+          '666': mortar
+          '667': mortarboard
+          '668': mosque
+          '669': mosquito net
+          '670': motor scooter, scooter
+          '671': mountain bike, all-terrain bike, off-roader
+          '672': mountain tent
+          '673': mouse, computer mouse
+          '674': mousetrap
+          '675': moving van
+          '676': muzzle
+          '677': nail
+          '678': neck brace
+          '679': necklace
+          '680': nipple
+          '681': notebook, notebook computer
+          '682': obelisk
+          '683': oboe, hautboy, hautbois
+          '684': ocarina, sweet potato
+          '685': odometer, hodometer, mileometer, milometer
+          '686': oil filter
+          '687': organ, pipe organ
+          '688': oscilloscope, scope, cathode-ray oscilloscope, CRO
+          '689': overskirt
+          '690': oxcart
+          '691': oxygen mask
+          '692': packet
+          '693': paddle, boat paddle
+          '694': paddlewheel, paddle wheel
+          '695': padlock
+          '696': paintbrush
+          '697': pajama, pyjama, pj's, jammies
+          '698': palace
+          '699': panpipe, pandean pipe, syrinx
+          '700': paper towel
+          '701': parachute, chute
+          '702': parallel bars, bars
+          '703': park bench
+          '704': parking meter
+          '705': passenger car, coach, carriage
+          '706': patio, terrace
+          '707': pay-phone, pay-station
+          '708': pedestal, plinth, footstall
+          '709': pencil box, pencil case
+          '710': pencil sharpener
+          '711': perfume, essence
+          '712': Petri dish
+          '713': photocopier
+          '714': pick, plectrum, plectron
+          '715': pickelhaube
+          '716': picket fence, paling
+          '717': pickup, pickup truck
+          '718': pier
+          '719': piggy bank, penny bank
+          '720': pill bottle
+          '721': pillow
+          '722': ping-pong ball
+          '723': pinwheel
+          '724': pirate, pirate ship
+          '725': pitcher, ewer
+          '726': plane, carpenter's plane, woodworking plane
+          '727': planetarium
+          '728': plastic bag
+          '729': plate rack
+          '730': plow, plough
+          '731': plunger, plumber's helper
+          '732': Polaroid camera, Polaroid Land camera
+          '733': pole
+          '734': >-
+            police van, police wagon, paddy wagon, patrol wagon, wagon, black
+            Maria
+          '735': poncho
+          '736': pool table, billiard table, snooker table
+          '737': pop bottle, soda bottle
+          '738': pot, flowerpot
+          '739': potter's wheel
+          '740': power drill
+          '741': prayer rug, prayer mat
+          '742': printer
+          '743': prison, prison house
+          '744': projectile, missile
+          '745': projector
+          '746': puck, hockey puck
+          '747': punching bag, punch bag, punching ball, punchball
+          '748': purse
+          '749': quill, quill pen
+          '750': quilt, comforter, comfort, puff
+          '751': racer, race car, racing car
+          '752': racket, racquet
+          '753': radiator
+          '754': radio, wireless
+          '755': radio telescope, radio reflector
+          '756': rain barrel
+          '757': recreational vehicle, RV, R.V.
+          '758': reel
+          '759': reflex camera
+          '760': refrigerator, icebox
+          '761': remote control, remote
+          '762': restaurant, eating house, eating place, eatery
+          '763': revolver, six-gun, six-shooter
+          '764': rifle
+          '765': rocking chair, rocker
+          '766': rotisserie
+          '767': rubber eraser, rubber, pencil eraser
+          '768': rugby ball
+          '769': rule, ruler
+          '770': running shoe
+          '771': safe
+          '772': safety pin
+          '773': saltshaker, salt shaker
+          '774': sandal
+          '775': sarong
+          '776': sax, saxophone
+          '777': scabbard
+          '778': scale, weighing machine
+          '779': school bus
+          '780': schooner
+          '781': scoreboard
+          '782': screen, CRT screen
+          '783': screw
+          '784': screwdriver
+          '785': seat belt, seatbelt
+          '786': sewing machine
+          '787': shield, buckler
+          '788': shoe shop, shoe-shop, shoe store
+          '789': shoji
+          '790': shopping basket
+          '791': shopping cart
+          '792': shovel
+          '793': shower cap
+          '794': shower curtain
+          '795': ski
+          '796': ski mask
+          '797': sleeping bag
+          '798': slide rule, slipstick
+          '799': sliding door
+          '800': slot, one-armed bandit
+          '801': snorkel
+          '802': snowmobile
+          '803': snowplow, snowplough
+          '804': soap dispenser
+          '805': soccer ball
+          '806': sock
+          '807': solar dish, solar collector, solar furnace
+          '808': sombrero
+          '809': soup bowl
+          '810': space bar
+          '811': space heater
+          '812': space shuttle
+          '813': spatula
+          '814': speedboat
+          '815': spider web, spider's web
+          '816': spindle
+          '817': sports car, sport car
+          '818': spotlight, spot
+          '819': stage
+          '820': steam locomotive
+          '821': steel arch bridge
+          '822': steel drum
+          '823': stethoscope
+          '824': stole
+          '825': stone wall
+          '826': stopwatch, stop watch
+          '827': stove
+          '828': strainer
+          '829': streetcar, tram, tramcar, trolley, trolley car
+          '830': stretcher
+          '831': studio couch, day bed
+          '832': stupa, tope
+          '833': submarine, pigboat, sub, U-boat
+          '834': suit, suit of clothes
+          '835': sundial
+          '836': sunglass
+          '837': sunglasses, dark glasses, shades
+          '838': sunscreen, sunblock, sun blocker
+          '839': suspension bridge
+          '840': swab, swob, mop
+          '841': sweatshirt
+          '842': swimming trunks, bathing trunks
+          '843': swing
+          '844': switch, electric switch, electrical switch
+          '845': syringe
+          '846': table lamp
+          '847': tank, army tank, armored combat vehicle, armoured combat vehicle
+          '848': tape player
+          '849': teapot
+          '850': teddy, teddy bear
+          '851': television, television system
+          '852': tennis ball
+          '853': thatch, thatched roof
+          '854': theater curtain, theatre curtain
+          '855': thimble
+          '856': thresher, thrasher, threshing machine
+          '857': throne
+          '858': tile roof
+          '859': toaster
+          '860': tobacco shop, tobacconist shop, tobacconist
+          '861': toilet seat
+          '862': torch
+          '863': totem pole
+          '864': tow truck, tow car, wrecker
+          '865': toyshop
+          '866': tractor
+          '867': >-
+            trailer truck, tractor trailer, trucking rig, rig, articulated
+            lorry, semi
+          '868': tray
+          '869': trench coat
+          '870': tricycle, trike, velocipede
+          '871': trimaran
+          '872': tripod
+          '873': triumphal arch
+          '874': trolleybus, trolley coach, trackless trolley
+          '875': trombone
+          '876': tub, vat
+          '877': turnstile
+          '878': typewriter keyboard
+          '879': umbrella
+          '880': unicycle, monocycle
+          '881': upright, upright piano
+          '882': vacuum, vacuum cleaner
+          '883': vase
+          '884': vault
+          '885': velvet
+          '886': vending machine
+          '887': vestment
+          '888': viaduct
+          '889': violin, fiddle
+          '890': volleyball
+          '891': waffle iron
+          '892': wall clock
+          '893': wallet, billfold, notecase, pocketbook
+          '894': wardrobe, closet, press
+          '895': warplane, military plane
+          '896': washbasin, handbasin, washbowl, lavabo, wash-hand basin
+          '897': washer, automatic washer, washing machine
+          '898': water bottle
+          '899': water jug
+          '900': water tower
+          '901': whiskey jug
+          '902': whistle
+          '903': wig
+          '904': window screen
+          '905': window shade
+          '906': Windsor tie
+          '907': wine bottle
+          '908': wing
+          '909': wok
+          '910': wooden spoon
+          '911': wool, woolen, woollen
+          '912': worm fence, snake fence, snake-rail fence, Virginia fence
+          '913': wreck
+          '914': yawl
+          '915': yurt
+          '916': web site, website, internet site, site
+          '917': comic book
+          '918': crossword puzzle, crossword
+          '919': street sign
+          '920': traffic light, traffic signal, stoplight
+          '921': book jacket, dust cover, dust jacket, dust wrapper
+          '922': menu
+          '923': plate
+          '924': guacamole
+          '925': consomme
+          '926': hot pot, hotpot
+          '927': trifle
+          '928': ice cream, icecream
+          '929': ice lolly, lolly, lollipop, popsicle
+          '930': French loaf
+          '931': bagel, beigel
+          '932': pretzel
+          '933': cheeseburger
+          '934': hotdog, hot dog, red hot
+          '935': mashed potato
+          '936': head cabbage
+          '937': broccoli
+          '938': cauliflower
+          '939': zucchini, courgette
+          '940': spaghetti squash
+          '941': acorn squash
+          '942': butternut squash
+          '943': cucumber, cuke
+          '944': artichoke, globe artichoke
+          '945': bell pepper
+          '946': cardoon
+          '947': mushroom
+          '948': Granny Smith
+          '949': strawberry
+          '950': orange
+          '951': lemon
+          '952': fig
+          '953': pineapple, ananas
+          '954': banana
+          '955': jackfruit, jak, jack
+          '956': custard apple
+          '957': pomegranate
+          '958': hay
+          '959': carbonara
+          '960': chocolate sauce, chocolate syrup
+          '961': dough
+          '962': meat loaf, meatloaf
+          '963': pizza, pizza pie
+          '964': potpie
+          '965': burrito
+          '966': red wine
+          '967': espresso
+          '968': cup
+          '969': eggnog
+          '970': alp
+          '971': bubble
+          '972': cliff, drop, drop-off
+          '973': coral reef
+          '974': geyser
+          '975': lakeside, lakeshore
+          '976': promontory, headland, head, foreland
+          '977': sandbar, sand bar
+          '978': seashore, coast, seacoast, sea-coast
+          '979': valley, vale
+          '980': volcano
+          '981': ballplayer, baseball player
+          '982': groom, bridegroom
+          '983': scuba diver
+          '984': rapeseed
+          '985': daisy
+          '986': >-
+            yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus,
+            Cypripedium parviflorum
+          '987': corn
+          '988': acorn
+          '989': hip, rose hip, rosehip
+          '990': buckeye, horse chestnut, conker
+          '991': coral fungus
+          '992': agaric
+          '993': gyromitra
+          '994': stinkhorn, carrion fungus
+          '995': earthstar
+          '996': >-
+            hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola
+            frondosa
+          '997': bolete
+          '998': ear, spike, capitulum
+          '999': toilet tissue, toilet paper, bathroom tissue
+          '1000': UNK
+  splits:
+  - name: train
+    num_bytes: 5258965945.291
+    num_examples: 1281167
+  - name: validation
+    num_bytes: 202375700.0
+    num_examples: 50000
+  - name: test
+    num_bytes: 407194700.0
+    num_examples: 100000
+  download_size: 5925233051
+  dataset_size: 5868536345.291
+- config_name: '512'
+  features:
+  - name: image
+    dtype: image
+  - name: label
+    dtype:
+      class_label:
+        names:
+          '0': tench, Tinca tinca
+          '1': goldfish, Carassius auratus
+          '2': >-
+            great white shark, white shark, man-eater, man-eating shark,
+            Carcharodon carcharias
+          '3': tiger shark, Galeocerdo cuvieri
+          '4': hammerhead, hammerhead shark
+          '5': electric ray, crampfish, numbfish, torpedo
+          '6': stingray
+          '7': cock
+          '8': hen
+          '9': ostrich, Struthio camelus
+          '10': brambling, Fringilla montifringilla
+          '11': goldfinch, Carduelis carduelis
+          '12': house finch, linnet, Carpodacus mexicanus
+          '13': junco, snowbird
+          '14': indigo bunting, indigo finch, indigo bird, Passerina cyanea
+          '15': robin, American robin, Turdus migratorius
+          '16': bulbul
+          '17': jay
+          '18': magpie
+          '19': chickadee
+          '20': water ouzel, dipper
+          '21': kite
+          '22': bald eagle, American eagle, Haliaeetus leucocephalus
+          '23': vulture
+          '24': great grey owl, great gray owl, Strix nebulosa
+          '25': European fire salamander, Salamandra salamandra
+          '26': common newt, Triturus vulgaris
+          '27': eft
+          '28': spotted salamander, Ambystoma maculatum
+          '29': axolotl, mud puppy, Ambystoma mexicanum
+          '30': bullfrog, Rana catesbeiana
+          '31': tree frog, tree-frog
+          '32': tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
+          '33': loggerhead, loggerhead turtle, Caretta caretta
+          '34': >-
+            leatherback turtle, leatherback, leathery turtle, Dermochelys
+            coriacea
+          '35': mud turtle
+          '36': terrapin
+          '37': box turtle, box tortoise
+          '38': banded gecko
+          '39': common iguana, iguana, Iguana iguana
+          '40': American chameleon, anole, Anolis carolinensis
+          '41': whiptail, whiptail lizard
+          '42': agama
+          '43': frilled lizard, Chlamydosaurus kingi
+          '44': alligator lizard
+          '45': Gila monster, Heloderma suspectum
+          '46': green lizard, Lacerta viridis
+          '47': African chameleon, Chamaeleo chamaeleon
+          '48': >-
+            Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus
+            komodoensis
+          '49': African crocodile, Nile crocodile, Crocodylus niloticus
+          '50': American alligator, Alligator mississipiensis
+          '51': triceratops
+          '52': thunder snake, worm snake, Carphophis amoenus
+          '53': ringneck snake, ring-necked snake, ring snake
+          '54': hognose snake, puff adder, sand viper
+          '55': green snake, grass snake
+          '56': king snake, kingsnake
+          '57': garter snake, grass snake
+          '58': water snake
+          '59': vine snake
+          '60': night snake, Hypsiglena torquata
+          '61': boa constrictor, Constrictor constrictor
+          '62': rock python, rock snake, Python sebae
+          '63': Indian cobra, Naja naja
+          '64': green mamba
+          '65': sea snake
+          '66': horned viper, cerastes, sand viper, horned asp, Cerastes cornutus
+          '67': diamondback, diamondback rattlesnake, Crotalus adamanteus
+          '68': sidewinder, horned rattlesnake, Crotalus cerastes
+          '69': trilobite
+          '70': harvestman, daddy longlegs, Phalangium opilio
+          '71': scorpion
+          '72': black and gold garden spider, Argiope aurantia
+          '73': barn spider, Araneus cavaticus
+          '74': garden spider, Aranea diademata
+          '75': black widow, Latrodectus mactans
+          '76': tarantula
+          '77': wolf spider, hunting spider
+          '78': tick
+          '79': centipede
+          '80': black grouse
+          '81': ptarmigan
+          '82': ruffed grouse, partridge, Bonasa umbellus
+          '83': prairie chicken, prairie grouse, prairie fowl
+          '84': peacock
+          '85': quail
+          '86': partridge
+          '87': African grey, African gray, Psittacus erithacus
+          '88': macaw
+          '89': sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita
+          '90': lorikeet
+          '91': coucal
+          '92': bee eater
+          '93': hornbill
+          '94': hummingbird
+          '95': jacamar
+          '96': toucan
+          '97': drake
+          '98': red-breasted merganser, Mergus serrator
+          '99': goose
+          '100': black swan, Cygnus atratus
+          '101': tusker
+          '102': echidna, spiny anteater, anteater
+          '103': >-
+            platypus, duckbill, duckbilled platypus, duck-billed platypus,
+            Ornithorhynchus anatinus
+          '104': wallaby, brush kangaroo
+          '105': >-
+            koala, koala bear, kangaroo bear, native bear, Phascolarctos
+            cinereus
+          '106': wombat
+          '107': jellyfish
+          '108': sea anemone, anemone
+          '109': brain coral
+          '110': flatworm, platyhelminth
+          '111': nematode, nematode worm, roundworm
+          '112': conch
+          '113': snail
+          '114': slug
+          '115': sea slug, nudibranch
+          '116': chiton, coat-of-mail shell, sea cradle, polyplacophore
+          '117': chambered nautilus, pearly nautilus, nautilus
+          '118': Dungeness crab, Cancer magister
+          '119': rock crab, Cancer irroratus
+          '120': fiddler crab
+          '121': >-
+            king crab, Alaska crab, Alaskan king crab, Alaska king crab,
+            Paralithodes camtschatica
+          '122': >-
+            American lobster, Northern lobster, Maine lobster, Homarus
+            americanus
+          '123': >-
+            spiny lobster, langouste, rock lobster, crawfish, crayfish, sea
+            crawfish
+          '124': crayfish, crawfish, crawdad, crawdaddy
+          '125': hermit crab
+          '126': isopod
+          '127': white stork, Ciconia ciconia
+          '128': black stork, Ciconia nigra
+          '129': spoonbill
+          '130': flamingo
+          '131': little blue heron, Egretta caerulea
+          '132': American egret, great white heron, Egretta albus
+          '133': bittern
+          '134': crane
+          '135': limpkin, Aramus pictus
+          '136': European gallinule, Porphyrio porphyrio
+          '137': American coot, marsh hen, mud hen, water hen, Fulica americana
+          '138': bustard
+          '139': ruddy turnstone, Arenaria interpres
+          '140': red-backed sandpiper, dunlin, Erolia alpina
+          '141': redshank, Tringa totanus
+          '142': dowitcher
+          '143': oystercatcher, oyster catcher
+          '144': pelican
+          '145': king penguin, Aptenodytes patagonica
+          '146': albatross, mollymawk
+          '147': >-
+            grey whale, gray whale, devilfish, Eschrichtius gibbosus,
+            Eschrichtius robustus
+          '148': killer whale, killer, orca, grampus, sea wolf, Orcinus orca
+          '149': dugong, Dugong dugon
+          '150': sea lion
+          '151': Chihuahua
+          '152': Japanese spaniel
+          '153': Maltese dog, Maltese terrier, Maltese
+          '154': Pekinese, Pekingese, Peke
+          '155': Shih-Tzu
+          '156': Blenheim spaniel
+          '157': papillon
+          '158': toy terrier
+          '159': Rhodesian ridgeback
+          '160': Afghan hound, Afghan
+          '161': basset, basset hound
+          '162': beagle
+          '163': bloodhound, sleuthhound
+          '164': bluetick
+          '165': black-and-tan coonhound
+          '166': Walker hound, Walker foxhound
+          '167': English foxhound
+          '168': redbone
+          '169': borzoi, Russian wolfhound
+          '170': Irish wolfhound
+          '171': Italian greyhound
+          '172': whippet
+          '173': Ibizan hound, Ibizan Podenco
+          '174': Norwegian elkhound, elkhound
+          '175': otterhound, otter hound
+          '176': Saluki, gazelle hound
+          '177': Scottish deerhound, deerhound
+          '178': Weimaraner
+          '179': Staffordshire bullterrier, Staffordshire bull terrier
+          '180': >-
+            American Staffordshire terrier, Staffordshire terrier, American
+            pit bull terrier, pit bull terrier
+          '181': Bedlington terrier
+          '182': Border terrier
+          '183': Kerry blue terrier
+          '184': Irish terrier
+          '185': Norfolk terrier
+          '186': Norwich terrier
+          '187': Yorkshire terrier
+          '188': wire-haired fox terrier
+          '189': Lakeland terrier
+          '190': Sealyham terrier, Sealyham
+          '191': Airedale, Airedale terrier
+          '192': cairn, cairn terrier
+          '193': Australian terrier
+          '194': Dandie Dinmont, Dandie Dinmont terrier
+          '195': Boston bull, Boston terrier
+          '196': miniature schnauzer
+          '197': giant schnauzer
+          '198': standard schnauzer
+          '199': Scotch terrier, Scottish terrier, Scottie
+          '200': Tibetan terrier, chrysanthemum dog
+          '201': silky terrier, Sydney silky
+          '202': soft-coated wheaten terrier
+          '203': West Highland white terrier
+          '204': Lhasa, Lhasa apso
+          '205': flat-coated retriever
+          '206': curly-coated retriever
+          '207': golden retriever
+          '208': Labrador retriever
+          '209': Chesapeake Bay retriever
+          '210': German short-haired pointer
+          '211': vizsla, Hungarian pointer
+          '212': English setter
+          '213': Irish setter, red setter
+          '214': Gordon setter
+          '215': Brittany spaniel
+          '216': clumber, clumber spaniel
+          '217': English springer, English springer spaniel
+          '218': Welsh springer spaniel
+          '219': cocker spaniel, English cocker spaniel, cocker
+          '220': Sussex spaniel
+          '221': Irish water spaniel
+          '222': kuvasz
+          '223': schipperke
+          '224': groenendael
+          '225': malinois
+          '226': briard
+          '227': kelpie
+          '228': komondor
+          '229': Old English sheepdog, bobtail
+          '230': Shetland sheepdog, Shetland sheep dog, Shetland
+          '231': collie
+          '232': Border collie
+          '233': Bouvier des Flandres, Bouviers des Flandres
+          '234': Rottweiler
+          '235': German shepherd, German shepherd dog, German police dog, alsatian
+          '236': Doberman, Doberman pinscher
+          '237': miniature pinscher
+          '238': Greater Swiss Mountain dog
+          '239': Bernese mountain dog
+          '240': Appenzeller
+          '241': EntleBucher
+          '242': boxer
+          '243': bull mastiff
+          '244': Tibetan mastiff
+          '245': French bulldog
+          '246': Great Dane
+          '247': Saint Bernard, St Bernard
+          '248': Eskimo dog, husky
+          '249': malamute, malemute, Alaskan malamute
+          '250': Siberian husky
+          '251': dalmatian, coach dog, carriage dog
+          '252': affenpinscher, monkey pinscher, monkey dog
+          '253': basenji
+          '254': pug, pug-dog
+          '255': Leonberg
+          '256': Newfoundland, Newfoundland dog
+          '257': Great Pyrenees
+          '258': Samoyed, Samoyede
+          '259': Pomeranian
+          '260': chow, chow chow
+          '261': keeshond
+          '262': Brabancon griffon
+          '263': Pembroke, Pembroke Welsh corgi
+          '264': Cardigan, Cardigan Welsh corgi
+          '265': toy poodle
+          '266': miniature poodle
+          '267': standard poodle
+          '268': Mexican hairless
+          '269': timber wolf, grey wolf, gray wolf, Canis lupus
+          '270': white wolf, Arctic wolf, Canis lupus tundrarum
+          '271': red wolf, maned wolf, Canis rufus, Canis niger
+          '272': coyote, prairie wolf, brush wolf, Canis latrans
+          '273': dingo, warrigal, warragal, Canis dingo
+          '274': dhole, Cuon alpinus
+          '275': African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus
+          '276': hyena, hyaena
+          '277': red fox, Vulpes vulpes
+          '278': kit fox, Vulpes macrotis
+          '279': Arctic fox, white fox, Alopex lagopus
+          '280': grey fox, gray fox, Urocyon cinereoargenteus
+          '281': tabby, tabby cat
+          '282': tiger cat
+          '283': Persian cat
+          '284': Siamese cat, Siamese
+          '285': Egyptian cat
+          '286': >-
+            cougar, puma, catamount, mountain lion, painter, panther, Felis
+            concolor
+          '287': lynx, catamount
+          '288': leopard, Panthera pardus
+          '289': snow leopard, ounce, Panthera uncia
+          '290': jaguar, panther, Panthera onca, Felis onca
+          '291': lion, king of beasts, Panthera leo
+          '292': tiger, Panthera tigris
+          '293': cheetah, chetah, Acinonyx jubatus
+          '294': brown bear, bruin, Ursus arctos
+          '295': >-
+            American black bear, black bear, Ursus americanus, Euarctos
+            americanus
+          '296': ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
+          '297': sloth bear, Melursus ursinus, Ursus ursinus
+          '298': mongoose
+          '299': meerkat, mierkat
+          '300': tiger beetle
+          '301': ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle
+          '302': ground beetle, carabid beetle
+          '303': long-horned beetle, longicorn, longicorn beetle
+          '304': leaf beetle, chrysomelid
+          '305': dung beetle
+          '306': rhinoceros beetle
+          '307': weevil
+          '308': fly
+          '309': bee
+          '310': ant, emmet, pismire
+          '311': grasshopper, hopper
+          '312': cricket
+          '313': walking stick, walkingstick, stick insect
+          '314': cockroach, roach
+          '315': mantis, mantid
+          '316': cicada, cicala
+          '317': leafhopper
+          '318': lacewing, lacewing fly
+          '319': >-
+            dragonfly, darning needle, devil's darning needle, sewing needle,
+            snake feeder, snake doctor, mosquito hawk, skeeter hawk
+          '320': damselfly
+          '321': admiral
+          '322': ringlet, ringlet butterfly
+          '323': monarch, monarch butterfly, milkweed butterfly, Danaus plexippus
+          '324': cabbage butterfly
+          '325': sulphur butterfly, sulfur butterfly
+          '326': lycaenid, lycaenid butterfly
+          '327': starfish, sea star
+          '328': sea urchin
+          '329': sea cucumber, holothurian
+          '330': wood rabbit, cottontail, cottontail rabbit
+          '331': hare
+          '332': Angora, Angora rabbit
+          '333': hamster
+          '334': porcupine, hedgehog
+          '335': fox squirrel, eastern fox squirrel, Sciurus niger
+          '336': marmot
+          '337': beaver
+          '338': guinea pig, Cavia cobaya
+          '339': sorrel
+          '340': zebra
+          '341': hog, pig, grunter, squealer, Sus scrofa
+          '342': wild boar, boar, Sus scrofa
+          '343': warthog
+          '344': hippopotamus, hippo, river horse, Hippopotamus amphibius
+          '345': ox
+          '346': water buffalo, water ox, Asiatic buffalo, Bubalus bubalis
+          '347': bison
+          '348': ram, tup
+          '349': >-
+            bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky
+            Mountain sheep, Ovis canadensis
+          '350': ibex, Capra ibex
+          '351': hartebeest
+          '352': impala, Aepyceros melampus
+          '353': gazelle
+          '354': Arabian camel, dromedary, Camelus dromedarius
+          '355': llama
+          '356': weasel
+          '357': mink
+          '358': polecat, fitch, foulmart, foumart, Mustela putorius
+          '359': black-footed ferret, ferret, Mustela nigripes
+          '360': otter
+          '361': skunk, polecat, wood pussy
+          '362': badger
+          '363': armadillo
+          '364': three-toed sloth, ai, Bradypus tridactylus
+          '365': orangutan, orang, orangutang, Pongo pygmaeus
+          '366': gorilla, Gorilla gorilla
+          '367': chimpanzee, chimp, Pan troglodytes
+          '368': gibbon, Hylobates lar
+          '369': siamang, Hylobates syndactylus, Symphalangus syndactylus
+          '370': guenon, guenon monkey
+          '371': patas, hussar monkey, Erythrocebus patas
+          '372': baboon
+          '373': macaque
+          '374': langur
+          '375': colobus, colobus monkey
+          '376': proboscis monkey, Nasalis larvatus
+          '377': marmoset
+          '378': capuchin, ringtail, Cebus capucinus
+          '379': howler monkey, howler
+          '380': titi, titi monkey
+          '381': spider monkey, Ateles geoffroyi
+          '382': squirrel monkey, Saimiri sciureus
+          '383': Madagascar cat, ring-tailed lemur, Lemur catta
+          '384': indri, indris, Indri indri, Indri brevicaudatus
+          '385': Indian elephant, Elephas maximus
+          '386': African elephant, Loxodonta africana
+          '387': >-
+            lesser panda, red panda, panda, bear cat, cat bear, Ailurus
+            fulgens
+          '388': giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca
+          '389': barracouta, snoek
+          '390': eel
+          '391': >-
+            coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus
+            kisutch
+          '392': rock beauty, Holocanthus tricolor
+          '393': anemone fish
+          '394': sturgeon
+          '395': gar, garfish, garpike, billfish, Lepisosteus osseus
+          '396': lionfish
+          '397': puffer, pufferfish, blowfish, globefish
+          '398': abacus
+          '399': abaya
+          '400': academic gown, academic robe, judge's robe
+          '401': accordion, piano accordion, squeeze box
+          '402': acoustic guitar
+          '403': aircraft carrier, carrier, flattop, attack aircraft carrier
+          '404': airliner
+          '405': airship, dirigible
+          '406': altar
+          '407': ambulance
+          '408': amphibian, amphibious vehicle
+          '409': analog clock
+          '410': apiary, bee house
+          '411': apron
+          '412': >-
+            ashcan, trash can, garbage can, wastebin, ash bin, ash-bin,
+            ashbin, dustbin, trash barrel, trash bin
+          '413': assault rifle, assault gun
+          '414': backpack, back pack, knapsack, packsack, rucksack, haversack
+          '415': bakery, bakeshop, bakehouse
+          '416': balance beam, beam
+          '417': balloon
+          '418': ballpoint, ballpoint pen, ballpen, Biro
+          '419': Band Aid
+          '420': banjo
+          '421': bannister, banister, balustrade, balusters, handrail
+          '422': barbell
+          '423': barber chair
+          '424': barbershop
+          '425': barn
+          '426': barometer
+          '427': barrel, cask
+          '428': barrow, garden cart, lawn cart, wheelbarrow
+          '429': baseball
+          '430': basketball
+          '431': bassinet
+          '432': bassoon
+          '433': bathing cap, swimming cap
+          '434': bath towel
+          '435': bathtub, bathing tub, bath, tub
+          '436': >-
+            beach wagon, station wagon, wagon, estate car, beach waggon,
+            station waggon, waggon
+          '437': beacon, lighthouse, beacon light, pharos
+          '438': beaker
+          '439': bearskin, busby, shako
+          '440': beer bottle
+          '441': beer glass
+          '442': bell cote, bell cot
+          '443': bib
+          '444': bicycle-built-for-two, tandem bicycle, tandem
+          '445': bikini, two-piece
+          '446': binder, ring-binder
+          '447': binoculars, field glasses, opera glasses
+          '448': birdhouse
+          '449': boathouse
+          '450': bobsled, bobsleigh, bob
+          '451': bolo tie, bolo, bola tie, bola
+          '452': bonnet, poke bonnet
+          '453': bookcase
+          '454': bookshop, bookstore, bookstall
+          '455': bottlecap
+          '456': bow
+          '457': bow tie, bow-tie, bowtie
+          '458': brass, memorial tablet, plaque
+          '459': brassiere, bra, bandeau
+          '460': breakwater, groin, groyne, mole, bulwark, seawall, jetty
+          '461': breastplate, aegis, egis
+          '462': broom
+          '463': bucket, pail
+          '464': buckle
+          '465': bulletproof vest
+          '466': bullet train, bullet
+          '467': butcher shop, meat market
+          '468': cab, hack, taxi, taxicab
+          '469': caldron, cauldron
+          '470': candle, taper, wax light
+          '471': cannon
+          '472': canoe
+          '473': can opener, tin opener
+          '474': cardigan
+          '475': car mirror
+          '476': carousel, carrousel, merry-go-round, roundabout, whirligig
+          '477': carpenter's kit, tool kit
+          '478': carton
+          '479': car wheel
+          '480': >-
+            cash machine, cash dispenser, automated teller machine, automatic
+            teller machine, automated teller, automatic teller, ATM
+          '481': cassette
+          '482': cassette player
+          '483': castle
+          '484': catamaran
+          '485': CD player
+          '486': cello, violoncello
+          '487': cellular telephone, cellular phone, cellphone, cell, mobile phone
+          '488': chain
+          '489': chainlink fence
+          '490': >-
+            chain mail, ring mail, mail, chain armor, chain armour, ring
+            armor, ring armour
+          '491': chain saw, chainsaw
+          '492': chest
+          '493': chiffonier, commode
+          '494': chime, bell, gong
+          '495': china cabinet, china closet
+          '496': Christmas stocking
+          '497': church, church building
+          '498': cinema, movie theater, movie theatre, movie house, picture palace
+          '499': cleaver, meat cleaver, chopper
+          '500': cliff dwelling
+          '501': cloak
+          '502': clog, geta, patten, sabot
+          '503': cocktail shaker
+          '504': coffee mug
+          '505': coffeepot
+          '506': coil, spiral, volute, whorl, helix
+          '507': combination lock
+          '508': computer keyboard, keypad
+          '509': confectionery, confectionary, candy store
+          '510': container ship, containership, container vessel
+          '511': convertible
+          '512': corkscrew, bottle screw
+          '513': cornet, horn, trumpet, trump
+          '514': cowboy boot
+          '515': cowboy hat, ten-gallon hat
+          '516': cradle
+          '517': crane2
+          '518': crash helmet
+          '519': crate
+          '520': crib, cot
+          '521': Crock Pot
+          '522': croquet ball
+          '523': crutch
+          '524': cuirass
+          '525': dam, dike, dyke
+          '526': desk
+          '527': desktop computer
+          '528': dial telephone, dial phone
+          '529': diaper, nappy, napkin
+          '530': digital clock
+          '531': digital watch
+          '532': dining table, board
+          '533': dishrag, dishcloth
+          '534': dishwasher, dish washer, dishwashing machine
+          '535': disk brake, disc brake
+          '536': dock, dockage, docking facility
+          '537': dogsled, dog sled, dog sleigh
+          '538': dome
+          '539': doormat, welcome mat
+          '540': drilling platform, offshore rig
+          '541': drum, membranophone, tympan
+          '542': drumstick
+          '543': dumbbell
+          '544': Dutch oven
+          '545': electric fan, blower
+          '546': electric guitar
+          '547': electric locomotive
+          '548': entertainment center
+          '549': envelope
+          '550': espresso maker
+          '551': face powder
+          '552': feather boa, boa
+          '553': file, file cabinet, filing cabinet
+          '554': fireboat
+          '555': fire engine, fire truck
+          '556': fire screen, fireguard
+          '557': flagpole, flagstaff
+          '558': flute, transverse flute
+          '559': folding chair
+          '560': football helmet
+          '561': forklift
+          '562': fountain
+          '563': fountain pen
+          '564': four-poster
+          '565': freight car
+          '566': French horn, horn
+          '567': frying pan, frypan, skillet
+          '568': fur coat
+          '569': garbage truck, dustcart
+          '570': gasmask, respirator, gas helmet
+          '571': gas pump, gasoline pump, petrol pump, island dispenser
+          '572': goblet
+          '573': go-kart
+          '574': golf ball
+          '575': golfcart, golf cart
+          '576': gondola
+          '577': gong, tam-tam
+          '578': gown
+          '579': grand piano, grand
+          '580': greenhouse, nursery, glasshouse
+          '581': grille, radiator grille
+          '582': grocery store, grocery, food market, market
+          '583': guillotine
+          '584': hair slide
+          '585': hair spray
+          '586': half track
+          '587': hammer
+          '588': hamper
+          '589': hand blower, blow dryer, blow drier, hair dryer, hair drier
+          '590': hand-held computer, hand-held microcomputer
+          '591': handkerchief, hankie, hanky, hankey
+          '592': hard disc, hard disk, fixed disk
+          '593': harmonica, mouth organ, harp, mouth harp
+          '594': harp
+          '595': harvester, reaper
+          '596': hatchet
+          '597': holster
+          '598': home theater, home theatre
+          '599': honeycomb
+          '600': hook, claw
+          '601': hoopskirt, crinoline
+          '602': horizontal bar, high bar
+          '603': horse cart, horse-cart
+          '604': hourglass
+          '605': iPod
+          '606': iron, smoothing iron
+          '607': jack-o'-lantern
+          '608': jean, blue jean, denim
+          '609': jeep, landrover
+          '610': jersey, T-shirt, tee shirt
+          '611': jigsaw puzzle
+          '612': jinrikisha, ricksha, rickshaw
+          '613': joystick
+          '614': kimono
+          '615': knee pad
+          '616': knot
+          '617': lab coat, laboratory coat
+          '618': ladle
+          '619': lampshade, lamp shade
+          '620': laptop, laptop computer
+          '621': lawn mower, mower
+          '622': lens cap, lens cover
+          '623': letter opener, paper knife, paperknife
+          '624': library
+          '625': lifeboat
+          '626': lighter, light, igniter, ignitor
+          '627': limousine, limo
+          '628': liner, ocean liner
+          '629': lipstick, lip rouge
+          '630': Loafer
+          '631': lotion
+          '632': >-
+            loudspeaker, speaker, speaker unit, loudspeaker system, speaker
+            system
+          '633': loupe, jeweler's loupe
+          '634': lumbermill, sawmill
+          '635': magnetic compass
+          '636': mailbag, postbag
+          '637': mailbox, letter box
+          '638': maillot
+          '639': maillot, tank suit
+          '640': manhole cover
+          '641': maraca
+          '642': marimba, xylophone
+          '643': mask
+          '644': matchstick
+          '645': maypole
+          '646': maze, labyrinth
+          '647': measuring cup
+          '648': medicine chest, medicine cabinet
+          '649': megalith, megalithic structure
+          '650': microphone, mike
+          '651': microwave, microwave oven
+          '652': military uniform
+          '653': milk can
+          '654': minibus
+          '655': miniskirt, mini
+          '656': minivan
+          '657': missile
+          '658': mitten
+          '659': mixing bowl
+          '660': mobile home, manufactured home
+          '661': Model T
+          '662': modem
+          '663': monastery
+          '664': monitor
+          '665': moped
+          '666': mortar
+          '667': mortarboard
+          '668': mosque
+          '669': mosquito net
+          '670': motor scooter, scooter
+          '671': mountain bike, all-terrain bike, off-roader
+          '672': mountain tent
+          '673': mouse, computer mouse
+          '674': mousetrap
+          '675': moving van
+          '676': muzzle
+          '677': nail
+          '678': neck brace
+          '679': necklace
+          '680': nipple
+          '681': notebook, notebook computer
+          '682': obelisk
+          '683': oboe, hautboy, hautbois
+          '684': ocarina, sweet potato
+          '685': odometer, hodometer, mileometer, milometer
+          '686': oil filter
+          '687': organ, pipe organ
+          '688': oscilloscope, scope, cathode-ray oscilloscope, CRO
+          '689': overskirt
+          '690': oxcart
+          '691': oxygen mask
+          '692': packet
+          '693': paddle, boat paddle
+          '694': paddlewheel, paddle wheel
+          '695': padlock
+          '696': paintbrush
+          '697': pajama, pyjama, pj's, jammies
+          '698': palace
+          '699': panpipe, pandean pipe, syrinx
+          '700': paper towel
+          '701': parachute, chute
+          '702': parallel bars, bars
+          '703': park bench
+          '704': parking meter
+          '705': passenger car, coach, carriage
+          '706': patio, terrace
+          '707': pay-phone, pay-station
+          '708': pedestal, plinth, footstall
+          '709': pencil box, pencil case
+          '710': pencil sharpener
+          '711': perfume, essence
+          '712': Petri dish
+          '713': photocopier
+          '714': pick, plectrum, plectron
+          '715': pickelhaube
+          '716': picket fence, paling
+          '717': pickup, pickup truck
+          '718': pier
+          '719': piggy bank, penny bank
+          '720': pill bottle
+          '721': pillow
+          '722': ping-pong ball
+          '723': pinwheel
+          '724': pirate, pirate ship
+          '725': pitcher, ewer
+          '726': plane, carpenter's plane, woodworking plane
+          '727': planetarium
+          '728': plastic bag
+          '729': plate rack
+          '730': plow, plough
+          '731': plunger, plumber's helper
+          '732': Polaroid camera, Polaroid Land camera
+          '733': pole
+          '734': >-
+            police van, police wagon, paddy wagon, patrol wagon, wagon, black
+            Maria
+          '735': poncho
+          '736': pool table, billiard table, snooker table
+          '737': pop bottle, soda bottle
+          '738': pot, flowerpot
+          '739': potter's wheel
+          '740': power drill
+          '741': prayer rug, prayer mat
+          '742': printer
+          '743': prison, prison house
+          '744': projectile, missile
+          '745': projector
+          '746': puck, hockey puck
+          '747': punching bag, punch bag, punching ball, punchball
+          '748': purse
+          '749': quill, quill pen
+          '750': quilt, comforter, comfort, puff
+          '751': racer, race car, racing car
+          '752': racket, racquet
+          '753': radiator
+          '754': radio, wireless
+          '755': radio telescope, radio reflector
+          '756': rain barrel
+          '757': recreational vehicle, RV, R.V.
+          '758': reel
+          '759': reflex camera
+          '760': refrigerator, icebox
+          '761': remote control, remote
+          '762': restaurant, eating house, eating place, eatery
+          '763': revolver, six-gun, six-shooter
+          '764': rifle
+          '765': rocking chair, rocker
+          '766': rotisserie
+          '767': rubber eraser, rubber, pencil eraser
+          '768': rugby ball
+          '769': rule, ruler
+          '770': running shoe
+          '771': safe
+          '772': safety pin
+          '773': saltshaker, salt shaker
+          '774': sandal
+          '775': sarong
+          '776': sax, saxophone
+          '777': scabbard
+          '778': scale, weighing machine
+          '779': school bus
+          '780': schooner
+          '781': scoreboard
+          '782': screen, CRT screen
+          '783': screw
+          '784': screwdriver
+          '785': seat belt, seatbelt
+          '786': sewing machine
+          '787': shield, buckler
+          '788': shoe shop, shoe-shop, shoe store
+          '789': shoji
+          '790': shopping basket
+          '791': shopping cart
+          '792': shovel
+          '793': shower cap
+          '794': shower curtain
+          '795': ski
+          '796': ski mask
+          '797': sleeping bag
+          '798': slide rule, slipstick
+          '799': sliding door
+          '800': slot, one-armed bandit
+          '801': snorkel
+          '802': snowmobile
+          '803': snowplow, snowplough
+          '804': soap dispenser
+          '805': soccer ball
+          '806': sock
+          '807': solar dish, solar collector, solar furnace
+          '808': sombrero
+          '809': soup bowl
+          '810': space bar
+          '811': space heater
+          '812': space shuttle
+          '813': spatula
+          '814': speedboat
+          '815': spider web, spider's web
+          '816': spindle
+          '817': sports car, sport car
+          '818': spotlight, spot
+          '819': stage
+          '820': steam locomotive
+          '821': steel arch bridge
+          '822': steel drum
+          '823': stethoscope
+          '824': stole
+          '825': stone wall
+          '826': stopwatch, stop watch
+          '827': stove
+          '828': strainer
+          '829': streetcar, tram, tramcar, trolley, trolley car
+          '830': stretcher
+          '831': studio couch, day bed
+          '832': stupa, tope
+          '833': submarine, pigboat, sub, U-boat
+          '834': suit, suit of clothes
+          '835': sundial
+          '836': sunglass
+          '837': sunglasses, dark glasses, shades
+          '838': sunscreen, sunblock, sun blocker
+          '839': suspension bridge
+          '840': swab, swob, mop
+          '841': sweatshirt
+          '842': swimming trunks, bathing trunks
+          '843': swing
+          '844': switch, electric switch, electrical switch
+          '845': syringe
+          '846': table lamp
+          '847': tank, army tank, armored combat vehicle, armoured combat vehicle
+          '848': tape player
+          '849': teapot
+          '850': teddy, teddy bear
+          '851': television, television system
+          '852': tennis ball
+          '853': thatch, thatched roof
+          '854': theater curtain, theatre curtain
+          '855': thimble
+          '856': thresher, thrasher, threshing machine
+          '857': throne
+          '858': tile roof
+          '859': toaster
+          '860': tobacco shop, tobacconist shop, tobacconist
+          '861': toilet seat
+          '862': torch
+          '863': totem pole
+          '864': tow truck, tow car, wrecker
+          '865': toyshop
+          '866': tractor
+          '867': >-
+            trailer truck, tractor trailer, trucking rig, rig, articulated
+            lorry, semi
+          '868': tray
+          '869': trench coat
+          '870': tricycle, trike, velocipede
+          '871': trimaran
+          '872': tripod
+          '873': triumphal arch
+          '874': trolleybus, trolley coach, trackless trolley
+          '875': trombone
+          '876': tub, vat
+          '877': turnstile
+          '878': typewriter keyboard
+          '879': umbrella
+          '880': unicycle, monocycle
+          '881': upright, upright piano
+          '882': vacuum, vacuum cleaner
+          '883': vase
+          '884': vault
+          '885': velvet
+          '886': vending machine
+          '887': vestment
+          '888': viaduct
+          '889': violin, fiddle
+          '890': volleyball
+          '891': waffle iron
+          '892': wall clock
+          '893': wallet, billfold, notecase, pocketbook
+          '894': wardrobe, closet, press
+          '895': warplane, military plane
+          '896': washbasin, handbasin, washbowl, lavabo, wash-hand basin
+          '897': washer, automatic washer, washing machine
+          '898': water bottle
+          '899': water jug
+          '900': water tower
+          '901': whiskey jug
+          '902': whistle
+          '903': wig
+          '904': window screen
+          '905': window shade
+          '906': Windsor tie
+          '907': wine bottle
+          '908': wing
+          '909': wok
+          '910': wooden spoon
+          '911': wool, woolen, woollen
+          '912': worm fence, snake fence, snake-rail fence, Virginia fence
+          '913': wreck
+          '914': yawl
+          '915': yurt
+          '916': web site, website, internet site, site
+          '917': comic book
+          '918': crossword puzzle, crossword
+          '919': street sign
+          '920': traffic light, traffic signal, stoplight
+          '921': book jacket, dust cover, dust jacket, dust wrapper
+          '922': menu
+          '923': plate
+          '924': guacamole
+          '925': consomme
+          '926': hot pot, hotpot
+          '927': trifle
+          '928': ice cream, icecream
+          '929': ice lolly, lolly, lollipop, popsicle
+          '930': French loaf
+          '931': bagel, beigel
+          '932': pretzel
+          '933': cheeseburger
+          '934': hotdog, hot dog, red hot
+          '935': mashed potato
+          '936': head cabbage
+          '937': broccoli
+          '938': cauliflower
+          '939': zucchini, courgette
+          '940': spaghetti squash
+          '941': acorn squash
+          '942': butternut squash
+          '943': cucumber, cuke
+          '944': artichoke, globe artichoke
+          '945': bell pepper
+          '946': cardoon
+          '947': mushroom
+          '948': Granny Smith
+          '949': strawberry
+          '950': orange
+          '951': lemon
+          '952': fig
+          '953': pineapple, ananas
+          '954': banana
+          '955': jackfruit, jak, jack
+          '956': custard apple
+          '957': pomegranate
+          '958': hay
+          '959': carbonara
+          '960': chocolate sauce, chocolate syrup
+          '961': dough
+          '962': meat loaf, meatloaf
+          '963': pizza, pizza pie
+          '964': potpie
+          '965': burrito
+          '966': red wine
+          '967': espresso
+          '968': cup
+          '969': eggnog
+          '970': alp
+          '971': bubble
+          '972': cliff, drop, drop-off
+          '973': coral reef
+          '974': geyser
+          '975': lakeside, lakeshore
+          '976': promontory, headland, head, foreland
+          '977': sandbar, sand bar
+          '978': seashore, coast, seacoast, sea-coast
+          '979': valley, vale
+          '980': volcano
+          '981': ballplayer, baseball player
+          '982': groom, bridegroom
+          '983': scuba diver
+          '984': rapeseed
+          '985': daisy
+          '986': >-
+            yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus,
+            Cypripedium parviflorum
+          '987': corn
+          '988': acorn
+          '989': hip, rose hip, rosehip
+          '990': buckeye, horse chestnut, conker
+          '991': coral fungus
+          '992': agaric
+          '993': gyromitra
+          '994': stinkhorn, carrion fungus
+          '995': earthstar
+          '996': >-
+            hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola
+            frondosa
+          '997': bolete
+          '998': ear, spike, capitulum
+          '999': toilet tissue, toilet paper, bathroom tissue
+          '1000': UNK
+  splits:
+  - name: train
+    num_bytes: 20398419015.599
+    num_examples: 1281167
+  - name: validation
+    num_bytes: 782125550.0
+    num_examples: 50000
+  - name: test
+    num_bytes: 1574263600.0
+    num_examples: 100000
+  download_size: 22476865146
+  dataset_size: 22754808165.599
+---
+# ImageNet SDXL Quantized
+
+This repository provides the ImageNet-1K dataset pre-encoded with the [Stable Diffusion XL VAE encoder](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) and quantized to uint8, allowing for faster training of latent diffusion models by eliminating the need for on-the-fly encoding.
+
+### Key Features
+
+- Reduces quantization error by 2dB PSNR compared to a linear encoding scheme
+- Provided in both 256 and 512 resolutions
+- Compatible with NumPy, JAX, and PyTorch
+
+## Usage
+
+### Loading the dataset
+The encoded and quantized images are written as PNG files, and can be loaded without any special tools. 
+```pycon
+>>> from datasets import load_dataset
+>>> ds = load_dataset("jon-kyl/imagenet-sdxl-quantized", "256")  # or "512"
+>>> ds
+DatasetDict({
+    train: Dataset({
+        features: ['image', 'label'],
+        num_rows: 1281167
+    })
+    validation: Dataset({
+        features: ['image', 'label'],
+        num_rows: 50000
+    })
+    test: Dataset({
+        features: ['image', 'label'],
+        num_rows: 100000
+    })
+})
+>>> ds["train"][0]  # SDXL encoder reduces image size by factor of 8.
+{'image': <PIL.PngImagePlugin.PngImageFile image mode=RGBA size=32x32>,
+ 'label': 0}
+```
+### Dequantization
+To dequantize the data, use the [`quantization`](./quantization.py) module:
+```pycon
+>>> from quantization import optimized_for_sdxl as q
+>>> ds = ds.with_format("numpy")  # or "jax", "torch" 
+>>> for split in dataset:
+...     for example in dataset[split]:
+...         # `dequantize` infers the backend and imports it lazily.
+...         dequantized = q.dequantize(example["image"])
+
+```
+### Decoding with SDXL VAE
+We provide a shorthand for the JAX implementation of the SDXL VAE:
+```python
+import jax
+from encode import load_decoder
+
+# load_decoder() returns a plain function of 1 argument. 
+decoder = jax.jit(load_decoder())
+
+# The function accepts jax or numpy arrays. 
+decoded_jax = decoder(dequantized)
+```
+
+> **Important**: When using other decoder implementations, remember to invert the SDXL [`scaling_factor`](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/vae/config.json#L25) before decoding.
+
+## Details
+
+Unlike [other approaches](https://huggingface.co/datasets/cloneofsimo/imagenet.int8), this implementation specifically minimizes quantization error as measured in image space by performing a grid search over saturating functions and scale factors.
+
+![Nonlinearities comparison](./figures/nonlinearities_512.svg)
+
+Our analysis shows that the CDF of the normal distribution (i.e., [`erf`](https://en.wikipedia.org/wiki/Error_function)) with a scale factor of 0.7 provides optimal results at both 256×256 and 512×512 resolutions.
+
+![Scale sweep comparison](./figures/scale_sweep_512.svg)
+
+### Encoding Process
+
+1. **Preprocessing**: Square crop along the long edge, then Lanczos resample to target size
+2. **Encoding**: Apply SDXL encoder
+3. **Scaling**: Multiply by SDXL scaling factor ([0.13025](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/vae/config.json#L25)) to roughly normalize variance
+4. **Quantization**: 
+   - Apply additional scale parameter (0.7)
+   - Apply nonlinearity function (Normal CDF)
+   - Quantize to 8 bits
+
+```python
+def quantize(x: FloatArray) -> UInt8Array:
+    """
+    Pseudocode for quantization.
+    """
+    x = x * scale        # (-inf, inf)
+    x = nonlinearity(x)  # [-1, 1)
+    x = x * 128 + 128    # [0, 256)
+    x = to_uint8(x)      # [0, 255]
+    return x
+```

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