Training in progress, epoch 0

config.json

@@ -13,324 +13,324 @@
   "hidden_size": 768,
   "id2label": {
     "0": "abseiling",
-    "1": "air drumming",
-    "2": "answering questions",
+    "1": "airdrumming",
+    "2": "answeringquestions",
     "3": "applauding",
-    "4": "applying cream",
+    "4": "applyingcream",
     "5": "archery",
-    "6": "arm wrestling",
-    "7": "arranging flowers",
-    "8": "assembling computer",
+    "6": "armwrestling",
+    "7": "arrangingflowers",
+    "8": "assemblingcomputer",
     "9": "auctioning",
-    "10": "baby waking up",
-    "11": "baking cookies",
-    "12": "balloon blowing",
+    "10": "babywakingup",
+    "11": "bakingcookies",
+    "12": "balloonblowing",
     "13": "bandaging",
     "14": "barbequing",
     "15": "bartending",
     "16": "beatboxing",
-    "17": "bee keeping",
-    "18": "belly dancing",
-    "19": "bench pressing",
-    "20": "bending back",
-    "21": "bending metal",
-    "22": "biking through snow",
-    "23": "blasting sand",
-    "24": "blowing glass",
-    "25": "blowing leaves",
-    "26": "blowing nose",
-    "27": "blowing out candles",
+    "17": "beekeeping",
+    "18": "bellydancing",
+    "19": "benchpressing",
+    "20": "bendingback",
+    "21": "bendingmetal",
+    "22": "bikingthroughsnow",
+    "23": "blastingsand",
+    "24": "blowingglass",
+    "25": "blowingleaves",
+    "26": "blowingnose",
+    "27": "blowingoutcandles",
     "28": "bobsledding",
     "29": "bookbinding",
-    "30": "bouncing on trampoline",
+    "30": "bouncingontrampoline",
     "31": "bowling",
-    "32": "braiding hair",
-    "33": "breading or breadcrumbing",
+    "32": "braidinghair",
+    "33": "breadingorbreadcrumbing",
     "34": "breakdancing",
-    "35": "brush painting",
-    "36": "brushing hair",
-    "37": "brushing teeth",
-    "38": "building cabinet",
-    "39": "building shed",
-    "40": "bungee jumping",
+    "35": "brushinghair",
+    "36": "brushingteeth",
+    "37": "brushpainting",
+    "38": "buildingcabinet",
+    "39": "buildingshed",
+    "40": "bungeejumping",
     "41": "busking",
-    "42": "canoeing or kayaking",
+    "42": "canoeingorkayaking",
     "43": "capoeira",
-    "44": "carrying baby",
+    "44": "carryingbaby",
     "45": "cartwheeling",
-    "46": "carving pumpkin",
-    "47": "catching fish",
-    "48": "catching or throwing baseball",
-    "49": "catching or throwing frisbee",
-    "50": "catching or throwing softball",
+    "46": "carvingpumpkin",
+    "47": "catchingfish",
+    "48": "catchingorthrowingbaseball",
+    "49": "catchingorthrowingfrisbee",
+    "50": "catchingorthrowingsoftball",
     "51": "celebrating",
-    "52": "changing oil",
-    "53": "changing wheel",
-    "54": "checking tires",
+    "52": "changingoil",
+    "53": "changingwheel",
+    "54": "checkingtires",
     "55": "cheerleading",
-    "56": "chopping wood",
+    "56": "choppingwood",
     "57": "clapping",
-    "58": "clay pottery making",
-    "59": "clean and jerk",
-    "60": "cleaning floor",
-    "61": "cleaning gutters",
-    "62": "cleaning pool",
-    "63": "cleaning shoes",
-    "64": "cleaning toilet",
-    "65": "cleaning windows",
-    "66": "climbing a rope",
-    "67": "climbing ladder",
-    "68": "climbing tree",
-    "69": "contact juggling",
-    "70": "cooking chicken",
-    "71": "cooking egg",
-    "72": "cooking on campfire",
-    "73": "cooking sausages",
-    "74": "counting money",
-    "75": "country line dancing",
-    "76": "cracking neck",
-    "77": "crawling baby",
-    "78": "crossing river",
+    "58": "claypotterymaking",
+    "59": "cleanandjerk",
+    "60": "cleaningfloor",
+    "61": "cleaninggutters",
+    "62": "cleaningpool",
+    "63": "cleaningshoes",
+    "64": "cleaningtoilet",
+    "65": "cleaningwindows",
+    "66": "climbingarope",
+    "67": "climbingladder",
+    "68": "climbingtree",
+    "69": "contactjuggling",
+    "70": "cookingchicken",
+    "71": "cookingegg",
+    "72": "cookingoncampfire",
+    "73": "cookingsausages",
+    "74": "countingmoney",
+    "75": "countrylinedancing",
+    "76": "crackingneck",
+    "77": "crawlingbaby",
+    "78": "crossingriver",
     "79": "crying",
-    "80": "curling hair",
-    "81": "cutting nails",
-    "82": "cutting pineapple",
-    "83": "cutting watermelon",
-    "84": "dancing ballet",
-    "85": "dancing charleston",
-    "86": "dancing gangnam style",
-    "87": "dancing macarena",
+    "80": "curlinghair",
+    "81": "cuttingnails",
+    "82": "cuttingpineapple",
+    "83": "cuttingwatermelon",
+    "84": "dancingballet",
+    "85": "dancingcharleston",
+    "86": "dancinggangnamstyle",
+    "87": "dancingmacarena",
     "88": "deadlifting",
-    "89": "decorating the christmas tree",
+    "89": "decoratingthechristmastree",
     "90": "digging",
     "91": "dining",
-    "92": "disc golfing",
-    "93": "diving cliff",
+    "92": "discgolfing",
+    "93": "divingcliff",
     "94": "dodgeball",
-    "95": "doing aerobics",
-    "96": "doing laundry",
-    "97": "doing nails",
+    "95": "doingaerobics",
+    "96": "doinglaundry",
+    "97": "doingnails",
     "98": "drawing",
-    "99": "dribbling basketball",
+    "99": "dribblingbasketball",
     "100": "drinking",
-    "101": "drinking beer",
-    "102": "drinking shots",
-    "103": "driving car",
-    "104": "driving tractor",
-    "105": "drop kicking",
-    "106": "drumming fingers",
-    "107": "dunking basketball",
-    "108": "dying hair",
-    "109": "eating burger",
-    "110": "eating cake",
-    "111": "eating carrots",
-    "112": "eating chips",
-    "113": "eating doughnuts",
-    "114": "eating hotdog",
-    "115": "eating ice cream",
-    "116": "eating spaghetti",
-    "117": "eating watermelon",
-    "118": "egg hunting",
-    "119": "exercising arm",
-    "120": "exercising with an exercise ball",
-    "121": "extinguishing fire",
+    "101": "drinkingbeer",
+    "102": "drinkingshots",
+    "103": "drivingcar",
+    "104": "drivingtractor",
+    "105": "dropkicking",
+    "106": "drummingfingers",
+    "107": "dunkingbasketball",
+    "108": "dyinghair",
+    "109": "eatingburger",
+    "110": "eatingcake",
+    "111": "eatingcarrots",
+    "112": "eatingchips",
+    "113": "eatingdoughnuts",
+    "114": "eatinghotdog",
+    "115": "eatingicecream",
+    "116": "eatingspaghetti",
+    "117": "eatingwatermelon",
+    "118": "egghunting",
+    "119": "exercisingarm",
+    "120": "exercisingwithanexerciseball",
+    "121": "extinguishingfire",
     "122": "faceplanting",
-    "123": "feeding birds",
-    "124": "feeding fish",
-    "125": "feeding goats",
-    "126": "filling eyebrows",
-    "127": "finger snapping",
-    "128": "fixing hair",
-    "129": "flipping pancake",
-    "130": "flying kite",
-    "131": "folding clothes",
-    "132": "folding napkins",
-    "133": "folding paper",
-    "134": "front raises",
-    "135": "frying vegetables",
-    "136": "garbage collecting",
+    "123": "feedingbirds",
+    "124": "feedingfish",
+    "125": "feedinggoats",
+    "126": "fillingeyebrows",
+    "127": "fingersnapping",
+    "128": "fixinghair",
+    "129": "flippingpancake",
+    "130": "flyingkite",
+    "131": "foldingclothes",
+    "132": "foldingnapkins",
+    "133": "foldingpaper",
+    "134": "frontraises",
+    "135": "fryingvegetables",
+    "136": "garbagecollecting",
     "137": "gargling",
-    "138": "getting a haircut",
-    "139": "getting a tattoo",
-    "140": "giving or receiving award",
-    "141": "golf chipping",
-    "142": "golf driving",
-    "143": "golf putting",
-    "144": "grinding meat",
-    "145": "grooming dog",
-    "146": "grooming horse",
-    "147": "gymnastics tumbling",
-    "148": "hammer throw",
+    "138": "gettingahaircut",
+    "139": "gettingatattoo",
+    "140": "givingorreceivingaward",
+    "141": "golfchipping",
+    "142": "golfdriving",
+    "143": "golfputting",
+    "144": "grindingmeat",
+    "145": "groomingdog",
+    "146": "groominghorse",
+    "147": "gymnasticstumbling",
+    "148": "hammerthrow",
     "149": "headbanging",
     "150": "headbutting",
-    "151": "high jump",
-    "152": "high kick",
-    "153": "hitting baseball",
-    "154": "hockey stop",
-    "155": "holding snake",
+    "151": "highjump",
+    "152": "highkick",
+    "153": "hittingbaseball",
+    "154": "hockeystop",
+    "155": "holdingsnake",
     "156": "hopscotch",
     "157": "hoverboarding",
     "158": "hugging",
-    "159": "hula hooping",
+    "159": "hulahooping",
     "160": "hurdling",
-    "161": "hurling (sport)",
-    "162": "ice climbing",
-    "163": "ice fishing",
-    "164": "ice skating",
+    "161": "hurlingsport",
+    "162": "iceclimbing",
+    "163": "icefishing",
+    "164": "iceskating",
     "165": "ironing",
-    "166": "javelin throw",
+    "166": "javelinthrow",
     "167": "jetskiing",
     "168": "jogging",
-    "169": "juggling balls",
-    "170": "juggling fire",
-    "171": "juggling soccer ball",
-    "172": "jumping into pool",
-    "173": "jumpstyle dancing",
-    "174": "kicking field goal",
-    "175": "kicking soccer ball",
+    "169": "jugglingballs",
+    "170": "jugglingfire",
+    "171": "jugglingsoccerball",
+    "172": "jumpingintopool",
+    "173": "jumpstyledancing",
+    "174": "kickingfieldgoal",
+    "175": "kickingsoccerball",
     "176": "kissing",
     "177": "kitesurfing",
     "178": "knitting",
     "179": "krumping",
     "180": "laughing",
-    "181": "laying bricks",
-    "182": "long jump",
+    "181": "layingbricks",
+    "182": "longjump",
     "183": "lunge",
-    "184": "making a cake",
-    "185": "making a sandwich",
-    "186": "making bed",
-    "187": "making jewelry",
-    "188": "making pizza",
-    "189": "making snowman",
-    "190": "making sushi",
-    "191": "making tea",
+    "184": "makingacake",
+    "185": "makingasandwich",
+    "186": "makingbed",
+    "187": "makingjewelry",
+    "188": "makingpizza",
+    "189": "makingsnowman",
+    "190": "makingsushi",
+    "191": "makingtea",
     "192": "marching",
-    "193": "massaging back",
-    "194": "massaging feet",
-    "195": "massaging legs",
-    "196": "massaging person's head",
-    "197": "milking cow",
-    "198": "mopping floor",
+    "193": "massagingback",
+    "194": "massagingfeet",
+    "195": "massaginglegs",
+    "196": "massagingperson'shead",
+    "197": "milkingcow",
+    "198": "moppingfloor",
     "199": "motorcycling",
-    "200": "moving furniture",
-    "201": "mowing lawn",
-    "202": "news anchoring",
-    "203": "opening bottle",
-    "204": "opening present",
+    "200": "movingfurniture",
+    "201": "mowinglawn",
+    "202": "newsanchoring",
+    "203": "openingbottle",
+    "204": "openingpresent",
     "205": "paragliding",
     "206": "parasailing",
     "207": "parkour",
-    "208": "passing American football (in game)",
-    "209": "passing American football (not in game)",
-    "210": "peeling apples",
-    "211": "peeling potatoes",
-    "212": "petting animal (not cat)",
-    "213": "petting cat",
-    "214": "picking fruit",
-    "215": "planting trees",
+    "208": "passingAmericanfootballingame",
+    "209": "passingAmericanfootballnotingame",
+    "210": "peelingapples",
+    "211": "peelingpotatoes",
+    "212": "pettinganimalnotcat",
+    "213": "pettingcat",
+    "214": "pickingfruit",
+    "215": "plantingtrees",
     "216": "plastering",
-    "217": "playing accordion",
-    "218": "playing badminton",
-    "219": "playing bagpipes",
-    "220": "playing basketball",
-    "221": "playing bass guitar",
-    "222": "playing cards",
-    "223": "playing cello",
-    "224": "playing chess",
-    "225": "playing clarinet",
-    "226": "playing controller",
-    "227": "playing cricket",
-    "228": "playing cymbals",
-    "229": "playing didgeridoo",
-    "230": "playing drums",
-    "231": "playing flute",
-    "232": "playing guitar",
-    "233": "playing harmonica",
-    "234": "playing harp",
-    "235": "playing ice hockey",
-    "236": "playing keyboard",
-    "237": "playing kickball",
-    "238": "playing monopoly",
-    "239": "playing organ",
-    "240": "playing paintball",
-    "241": "playing piano",
-    "242": "playing poker",
-    "243": "playing recorder",
-    "244": "playing saxophone",
-    "245": "playing squash or racquetball",
-    "246": "playing tennis",
-    "247": "playing trombone",
-    "248": "playing trumpet",
-    "249": "playing ukulele",
-    "250": "playing violin",
-    "251": "playing volleyball",
-    "252": "playing xylophone",
-    "253": "pole vault",
-    "254": "presenting weather forecast",
-    "255": "pull ups",
-    "256": "pumping fist",
-    "257": "pumping gas",
-    "258": "punching bag",
-    "259": "punching person (boxing)",
-    "260": "push up",
-    "261": "pushing car",
-    "262": "pushing cart",
-    "263": "pushing wheelchair",
-    "264": "reading book",
-    "265": "reading newspaper",
-    "266": "recording music",
-    "267": "riding a bike",
-    "268": "riding camel",
-    "269": "riding elephant",
-    "270": "riding mechanical bull",
-    "271": "riding mountain bike",
-    "272": "riding mule",
-    "273": "riding or walking with horse",
-    "274": "riding scooter",
-    "275": "riding unicycle",
-    "276": "ripping paper",
-    "277": "robot dancing",
-    "278": "rock climbing",
-    "279": "rock scissors paper",
-    "280": "roller skating",
-    "281": "running on treadmill",
+    "217": "playingaccordion",
+    "218": "playingbadminton",
+    "219": "playingbagpipes",
+    "220": "playingbasketball",
+    "221": "playingbassguitar",
+    "222": "playingcards",
+    "223": "playingcello",
+    "224": "playingchess",
+    "225": "playingclarinet",
+    "226": "playingcontroller",
+    "227": "playingcricket",
+    "228": "playingcymbals",
+    "229": "playingdidgeridoo",
+    "230": "playingdrums",
+    "231": "playingflute",
+    "232": "playingguitar",
+    "233": "playingharmonica",
+    "234": "playingharp",
+    "235": "playingicehockey",
+    "236": "playingkeyboard",
+    "237": "playingkickball",
+    "238": "playingmonopoly",
+    "239": "playingorgan",
+    "240": "playingpaintball",
+    "241": "playingpiano",
+    "242": "playingpoker",
+    "243": "playingrecorder",
+    "244": "playingsaxophone",
+    "245": "playingsquashorracquetball",
+    "246": "playingtennis",
+    "247": "playingtrombone",
+    "248": "playingtrumpet",
+    "249": "playingukulele",
+    "250": "playingviolin",
+    "251": "playingvolleyball",
+    "252": "playingxylophone",
+    "253": "polevault",
+    "254": "presentingweatherforecast",
+    "255": "pullups",
+    "256": "pumpingfist",
+    "257": "pumpinggas",
+    "258": "punchingbag",
+    "259": "punchingpersonboxing",
+    "260": "pushingcar",
+    "261": "pushingcart",
+    "262": "pushingwheelchair",
+    "263": "pushup",
+    "264": "readingbook",
+    "265": "readingnewspaper",
+    "266": "recordingmusic",
+    "267": "ridingabike",
+    "268": "ridingcamel",
+    "269": "ridingelephant",
+    "270": "ridingmechanicalbull",
+    "271": "ridingmountainbike",
+    "272": "ridingmule",
+    "273": "ridingorwalkingwithhorse",
+    "274": "ridingscooter",
+    "275": "ridingunicycle",
+    "276": "rippingpaper",
+    "277": "robotdancing",
+    "278": "rockclimbing",
+    "279": "rockscissorspaper",
+    "280": "rollerskating",
+    "281": "runningontreadmill",
     "282": "sailing",
-    "283": "salsa dancing",
-    "284": "sanding floor",
-    "285": "scrambling eggs",
-    "286": "scuba diving",
-    "287": "setting table",
-    "288": "shaking hands",
-    "289": "shaking head",
-    "290": "sharpening knives",
-    "291": "sharpening pencil",
-    "292": "shaving head",
-    "293": "shaving legs",
-    "294": "shearing sheep",
-    "295": "shining shoes",
-    "296": "shooting basketball",
-    "297": "shooting goal (soccer)",
-    "298": "shot put",
-    "299": "shoveling snow",
-    "300": "shredding paper",
-    "301": "shuffling cards",
-    "302": "side kick",
-    "303": "sign language interpreting",
+    "283": "salsadancing",
+    "284": "sandingfloor",
+    "285": "scramblingeggs",
+    "286": "scubadiving",
+    "287": "settingtable",
+    "288": "shakinghands",
+    "289": "shakinghead",
+    "290": "sharpeningknives",
+    "291": "sharpeningpencil",
+    "292": "shavinghead",
+    "293": "shavinglegs",
+    "294": "shearingsheep",
+    "295": "shiningshoes",
+    "296": "shootingbasketball",
+    "297": "shootinggoalsoccer",
+    "298": "shotput",
+    "299": "shovelingsnow",
+    "300": "shreddingpaper",
+    "301": "shufflingcards",
+    "302": "sidekick",
+    "303": "signlanguageinterpreting",
     "304": "singing",
     "305": "situp",
     "306": "skateboarding",
-    "307": "ski jumping",
-    "308": "skiing (not slalom or crosscountry)",
-    "309": "skiing crosscountry",
-    "310": "skiing slalom",
-    "311": "skipping rope",
+    "307": "skiingcrosscountry",
+    "308": "skiingnotslalomorcrosscountry",
+    "309": "skiingslalom",
+    "310": "skijumping",
+    "311": "skippingrope",
     "312": "skydiving",
     "313": "slacklining",
     "314": "slapping",
-    "315": "sled dog racing",
+    "315": "sleddogracing",
     "316": "smoking",
-    "317": "smoking hookah",
-    "318": "snatch weight lifting",
+    "317": "smokinghookah",
+    "318": "snatchweightlifting",
     "319": "sneezing",
     "320": "sniffing",
     "321": "snorkeling",
@@ -338,75 +338,75 @@
     "323": "snowkiting",
     "324": "snowmobiling",
     "325": "somersaulting",
-    "326": "spinning poi",
-    "327": "spray painting",
-    "328": "spraying",
-    "329": "springboard diving",
+    "326": "spinningpoi",
+    "327": "spraying",
+    "328": "spraypainting",
+    "329": "springboarddiving",
     "330": "squat",
-    "331": "sticking tongue out",
-    "332": "stomping grapes",
-    "333": "stretching arm",
-    "334": "stretching leg",
-    "335": "strumming guitar",
-    "336": "surfing crowd",
-    "337": "surfing water",
-    "338": "sweeping floor",
-    "339": "swimming backstroke",
-    "340": "swimming breast stroke",
-    "341": "swimming butterfly stroke",
-    "342": "swing dancing",
-    "343": "swinging legs",
-    "344": "swinging on something",
-    "345": "sword fighting",
-    "346": "tai chi",
-    "347": "taking a shower",
-    "348": "tango dancing",
-    "349": "tap dancing",
-    "350": "tapping guitar",
-    "351": "tapping pen",
-    "352": "tasting beer",
-    "353": "tasting food",
+    "331": "stickingtongueout",
+    "332": "stompinggrapes",
+    "333": "stretchingarm",
+    "334": "stretchingleg",
+    "335": "strummingguitar",
+    "336": "surfingcrowd",
+    "337": "surfingwater",
+    "338": "sweepingfloor",
+    "339": "swimmingbackstroke",
+    "340": "swimmingbreaststroke",
+    "341": "swimmingbutterflystroke",
+    "342": "swingdancing",
+    "343": "swinginglegs",
+    "344": "swingingonsomething",
+    "345": "swordfighting",
+    "346": "taichi",
+    "347": "takingashower",
+    "348": "tangodancing",
+    "349": "tapdancing",
+    "350": "tappingguitar",
+    "351": "tappingpen",
+    "352": "tastingbeer",
+    "353": "tastingfood",
     "354": "testifying",
     "355": "texting",
-    "356": "throwing axe",
-    "357": "throwing ball",
-    "358": "throwing discus",
+    "356": "throwingaxe",
+    "357": "throwingball",
+    "358": "throwingdiscus",
     "359": "tickling",
     "360": "tobogganing",
-    "361": "tossing coin",
-    "362": "tossing salad",
-    "363": "training dog",
+    "361": "tossingcoin",
+    "362": "tossingsalad",
+    "363": "trainingdog",
     "364": "trapezing",
-    "365": "trimming or shaving beard",
-    "366": "trimming trees",
-    "367": "triple jump",
-    "368": "tying bow tie",
-    "369": "tying knot (not on a tie)",
-    "370": "tying tie",
+    "365": "trimmingorshavingbeard",
+    "366": "trimmingtrees",
+    "367": "triplejump",
+    "368": "tyingbowtie",
+    "369": "tyingknotnotonatie",
+    "370": "tyingtie",
     "371": "unboxing",
-    "372": "unloading truck",
-    "373": "using computer",
-    "374": "using remote controller (not gaming)",
-    "375": "using segway",
+    "372": "unloadingtruck",
+    "373": "usingcomputer",
+    "374": "usingremotecontrollernotgaming",
+    "375": "usingsegway",
     "376": "vault",
-    "377": "waiting in line",
-    "378": "walking the dog",
-    "379": "washing dishes",
-    "380": "washing feet",
-    "381": "washing hair",
-    "382": "washing hands",
-    "383": "water skiing",
-    "384": "water sliding",
-    "385": "watering plants",
-    "386": "waxing back",
-    "387": "waxing chest",
-    "388": "waxing eyebrows",
-    "389": "waxing legs",
-    "390": "weaving basket",
+    "377": "waitinginline",
+    "378": "walkingthedog",
+    "379": "washingdishes",
+    "380": "washingfeet",
+    "381": "washinghair",
+    "382": "washinghands",
+    "383": "wateringplants",
+    "384": "waterskiing",
+    "385": "watersliding",
+    "386": "waxingback",
+    "387": "waxingchest",
+    "388": "waxingeyebrows",
+    "389": "waxinglegs",
+    "390": "weavingbasket",
     "391": "welding",
     "392": "whistling",
     "393": "windsurfing",
-    "394": "wrapping present",
+    "394": "wrappingpresent",
     "395": "wrestling",
     "396": "writing",
     "397": "yawning",
@@ -418,324 +418,324 @@
   "intermediate_size": 3072,
   "label2id": {
     "abseiling": 0,
-    "air drumming": 1,
-    "answering questions": 2,
+    "airdrumming": 1,
+    "answeringquestions": 2,
     "applauding": 3,
-    "applying cream": 4,
+    "applyingcream": 4,
     "archery": 5,
-    "arm wrestling": 6,
-    "arranging flowers": 7,
-    "assembling computer": 8,
+    "armwrestling": 6,
+    "arrangingflowers": 7,
+    "assemblingcomputer": 8,
     "auctioning": 9,
-    "baby waking up": 10,
-    "baking cookies": 11,
-    "balloon blowing": 12,
+    "babywakingup": 10,
+    "bakingcookies": 11,
+    "balloonblowing": 12,
     "bandaging": 13,
     "barbequing": 14,
     "bartending": 15,
     "beatboxing": 16,
-    "bee keeping": 17,
-    "belly dancing": 18,
-    "bench pressing": 19,
-    "bending back": 20,
-    "bending metal": 21,
-    "biking through snow": 22,
-    "blasting sand": 23,
-    "blowing glass": 24,
-    "blowing leaves": 25,
-    "blowing nose": 26,
-    "blowing out candles": 27,
+    "beekeeping": 17,
+    "bellydancing": 18,
+    "benchpressing": 19,
+    "bendingback": 20,
+    "bendingmetal": 21,
+    "bikingthroughsnow": 22,
+    "blastingsand": 23,
+    "blowingglass": 24,
+    "blowingleaves": 25,
+    "blowingnose": 26,
+    "blowingoutcandles": 27,
     "bobsledding": 28,
     "bookbinding": 29,
-    "bouncing on trampoline": 30,
+    "bouncingontrampoline": 30,
     "bowling": 31,
-    "braiding hair": 32,
-    "breading or breadcrumbing": 33,
+    "braidinghair": 32,
+    "breadingorbreadcrumbing": 33,
     "breakdancing": 34,
-    "brush painting": 35,
-    "brushing hair": 36,
-    "brushing teeth": 37,
-    "building cabinet": 38,
-    "building shed": 39,
-    "bungee jumping": 40,
+    "brushinghair": 35,
+    "brushingteeth": 36,
+    "brushpainting": 37,
+    "buildingcabinet": 38,
+    "buildingshed": 39,
+    "bungeejumping": 40,
     "busking": 41,
-    "canoeing or kayaking": 42,
+    "canoeingorkayaking": 42,
     "capoeira": 43,
-    "carrying baby": 44,
+    "carryingbaby": 44,
     "cartwheeling": 45,
-    "carving pumpkin": 46,
-    "catching fish": 47,
-    "catching or throwing baseball": 48,
-    "catching or throwing frisbee": 49,
-    "catching or throwing softball": 50,
+    "carvingpumpkin": 46,
+    "catchingfish": 47,
+    "catchingorthrowingbaseball": 48,
+    "catchingorthrowingfrisbee": 49,
+    "catchingorthrowingsoftball": 50,
     "celebrating": 51,
-    "changing oil": 52,
-    "changing wheel": 53,
-    "checking tires": 54,
+    "changingoil": 52,
+    "changingwheel": 53,
+    "checkingtires": 54,
     "cheerleading": 55,
-    "chopping wood": 56,
+    "choppingwood": 56,
     "clapping": 57,
-    "clay pottery making": 58,
-    "clean and jerk": 59,
-    "cleaning floor": 60,
-    "cleaning gutters": 61,
-    "cleaning pool": 62,
-    "cleaning shoes": 63,
-    "cleaning toilet": 64,
-    "cleaning windows": 65,
-    "climbing a rope": 66,
-    "climbing ladder": 67,
-    "climbing tree": 68,
-    "contact juggling": 69,
-    "cooking chicken": 70,
-    "cooking egg": 71,
-    "cooking on campfire": 72,
-    "cooking sausages": 73,
-    "counting money": 74,
-    "country line dancing": 75,
-    "cracking neck": 76,
-    "crawling baby": 77,
-    "crossing river": 78,
+    "claypotterymaking": 58,
+    "cleanandjerk": 59,
+    "cleaningfloor": 60,
+    "cleaninggutters": 61,
+    "cleaningpool": 62,
+    "cleaningshoes": 63,
+    "cleaningtoilet": 64,
+    "cleaningwindows": 65,
+    "climbingarope": 66,
+    "climbingladder": 67,
+    "climbingtree": 68,
+    "contactjuggling": 69,
+    "cookingchicken": 70,
+    "cookingegg": 71,
+    "cookingoncampfire": 72,
+    "cookingsausages": 73,
+    "countingmoney": 74,
+    "countrylinedancing": 75,
+    "crackingneck": 76,
+    "crawlingbaby": 77,
+    "crossingriver": 78,
     "crying": 79,
-    "curling hair": 80,
-    "cutting nails": 81,
-    "cutting pineapple": 82,
-    "cutting watermelon": 83,
-    "dancing ballet": 84,
-    "dancing charleston": 85,
-    "dancing gangnam style": 86,
-    "dancing macarena": 87,
+    "curlinghair": 80,
+    "cuttingnails": 81,
+    "cuttingpineapple": 82,
+    "cuttingwatermelon": 83,
+    "dancingballet": 84,
+    "dancingcharleston": 85,
+    "dancinggangnamstyle": 86,
+    "dancingmacarena": 87,
     "deadlifting": 88,
-    "decorating the christmas tree": 89,
+    "decoratingthechristmastree": 89,
     "digging": 90,
     "dining": 91,
-    "disc golfing": 92,
-    "diving cliff": 93,
+    "discgolfing": 92,
+    "divingcliff": 93,
     "dodgeball": 94,
-    "doing aerobics": 95,
-    "doing laundry": 96,
-    "doing nails": 97,
+    "doingaerobics": 95,
+    "doinglaundry": 96,
+    "doingnails": 97,
     "drawing": 98,
-    "dribbling basketball": 99,
+    "dribblingbasketball": 99,
     "drinking": 100,
-    "drinking beer": 101,
-    "drinking shots": 102,
-    "driving car": 103,
-    "driving tractor": 104,
-    "drop kicking": 105,
-    "drumming fingers": 106,
-    "dunking basketball": 107,
-    "dying hair": 108,
-    "eating burger": 109,
-    "eating cake": 110,
-    "eating carrots": 111,
-    "eating chips": 112,
-    "eating doughnuts": 113,
-    "eating hotdog": 114,
-    "eating ice cream": 115,
-    "eating spaghetti": 116,
-    "eating watermelon": 117,
-    "egg hunting": 118,
-    "exercising arm": 119,
-    "exercising with an exercise ball": 120,
-    "extinguishing fire": 121,
+    "drinkingbeer": 101,
+    "drinkingshots": 102,
+    "drivingcar": 103,
+    "drivingtractor": 104,
+    "dropkicking": 105,
+    "drummingfingers": 106,
+    "dunkingbasketball": 107,
+    "dyinghair": 108,
+    "eatingburger": 109,
+    "eatingcake": 110,
+    "eatingcarrots": 111,
+    "eatingchips": 112,
+    "eatingdoughnuts": 113,
+    "eatinghotdog": 114,
+    "eatingicecream": 115,
+    "eatingspaghetti": 116,
+    "eatingwatermelon": 117,
+    "egghunting": 118,
+    "exercisingarm": 119,
+    "exercisingwithanexerciseball": 120,
+    "extinguishingfire": 121,
     "faceplanting": 122,
-    "feeding birds": 123,
-    "feeding fish": 124,
-    "feeding goats": 125,
-    "filling eyebrows": 126,
-    "finger snapping": 127,
-    "fixing hair": 128,
-    "flipping pancake": 129,
-    "flying kite": 130,
-    "folding clothes": 131,
-    "folding napkins": 132,
-    "folding paper": 133,
-    "front raises": 134,
-    "frying vegetables": 135,
-    "garbage collecting": 136,
+    "feedingbirds": 123,
+    "feedingfish": 124,
+    "feedinggoats": 125,
+    "fillingeyebrows": 126,
+    "fingersnapping": 127,
+    "fixinghair": 128,
+    "flippingpancake": 129,
+    "flyingkite": 130,
+    "foldingclothes": 131,
+    "foldingnapkins": 132,
+    "foldingpaper": 133,
+    "frontraises": 134,
+    "fryingvegetables": 135,
+    "garbagecollecting": 136,
     "gargling": 137,
-    "getting a haircut": 138,
-    "getting a tattoo": 139,
-    "giving or receiving award": 140,
-    "golf chipping": 141,
-    "golf driving": 142,
-    "golf putting": 143,
-    "grinding meat": 144,
-    "grooming dog": 145,
-    "grooming horse": 146,
-    "gymnastics tumbling": 147,
-    "hammer throw": 148,
+    "gettingahaircut": 138,
+    "gettingatattoo": 139,
+    "givingorreceivingaward": 140,
+    "golfchipping": 141,
+    "golfdriving": 142,
+    "golfputting": 143,
+    "grindingmeat": 144,
+    "groomingdog": 145,
+    "groominghorse": 146,
+    "gymnasticstumbling": 147,
+    "hammerthrow": 148,
     "headbanging": 149,
     "headbutting": 150,
-    "high jump": 151,
-    "high kick": 152,
-    "hitting baseball": 153,
-    "hockey stop": 154,
-    "holding snake": 155,
+    "highjump": 151,
+    "highkick": 152,
+    "hittingbaseball": 153,
+    "hockeystop": 154,
+    "holdingsnake": 155,
     "hopscotch": 156,
     "hoverboarding": 157,
     "hugging": 158,
-    "hula hooping": 159,
+    "hulahooping": 159,
     "hurdling": 160,
-    "hurling (sport)": 161,
-    "ice climbing": 162,
-    "ice fishing": 163,
-    "ice skating": 164,
+    "hurlingsport": 161,
+    "iceclimbing": 162,
+    "icefishing": 163,
+    "iceskating": 164,
     "ironing": 165,
-    "javelin throw": 166,
+    "javelinthrow": 166,
     "jetskiing": 167,
     "jogging": 168,
-    "juggling balls": 169,
-    "juggling fire": 170,
-    "juggling soccer ball": 171,
-    "jumping into pool": 172,
-    "jumpstyle dancing": 173,
-    "kicking field goal": 174,
-    "kicking soccer ball": 175,
+    "jugglingballs": 169,
+    "jugglingfire": 170,
+    "jugglingsoccerball": 171,
+    "jumpingintopool": 172,
+    "jumpstyledancing": 173,
+    "kickingfieldgoal": 174,
+    "kickingsoccerball": 175,
     "kissing": 176,
     "kitesurfing": 177,
     "knitting": 178,
     "krumping": 179,
     "laughing": 180,
-    "laying bricks": 181,
-    "long jump": 182,
+    "layingbricks": 181,
+    "longjump": 182,
     "lunge": 183,
-    "making a cake": 184,
-    "making a sandwich": 185,
-    "making bed": 186,
-    "making jewelry": 187,
-    "making pizza": 188,
-    "making snowman": 189,
-    "making sushi": 190,
-    "making tea": 191,
+    "makingacake": 184,
+    "makingasandwich": 185,
+    "makingbed": 186,
+    "makingjewelry": 187,
+    "makingpizza": 188,
+    "makingsnowman": 189,
+    "makingsushi": 190,
+    "makingtea": 191,
     "marching": 192,
-    "massaging back": 193,
-    "massaging feet": 194,
-    "massaging legs": 195,
-    "massaging person's head": 196,
-    "milking cow": 197,
-    "mopping floor": 198,
+    "massagingback": 193,
+    "massagingfeet": 194,
+    "massaginglegs": 195,
+    "massagingperson'shead": 196,
+    "milkingcow": 197,
+    "moppingfloor": 198,
     "motorcycling": 199,
-    "moving furniture": 200,
-    "mowing lawn": 201,
-    "news anchoring": 202,
-    "opening bottle": 203,
-    "opening present": 204,
+    "movingfurniture": 200,
+    "mowinglawn": 201,
+    "newsanchoring": 202,
+    "openingbottle": 203,
+    "openingpresent": 204,
     "paragliding": 205,
     "parasailing": 206,
     "parkour": 207,
-    "passing American football (in game)": 208,
-    "passing American football (not in game)": 209,
-    "peeling apples": 210,
-    "peeling potatoes": 211,
-    "petting animal (not cat)": 212,
-    "petting cat": 213,
-    "picking fruit": 214,
-    "planting trees": 215,
+    "passingAmericanfootballingame": 208,
+    "passingAmericanfootballnotingame": 209,
+    "peelingapples": 210,
+    "peelingpotatoes": 211,
+    "pettinganimalnotcat": 212,
+    "pettingcat": 213,
+    "pickingfruit": 214,
+    "plantingtrees": 215,
     "plastering": 216,
-    "playing accordion": 217,
-    "playing badminton": 218,
-    "playing bagpipes": 219,
-    "playing basketball": 220,
-    "playing bass guitar": 221,
-    "playing cards": 222,
-    "playing cello": 223,
-    "playing chess": 224,
-    "playing clarinet": 225,
-    "playing controller": 226,
-    "playing cricket": 227,
-    "playing cymbals": 228,
-    "playing didgeridoo": 229,
-    "playing drums": 230,
-    "playing flute": 231,
-    "playing guitar": 232,
-    "playing harmonica": 233,
-    "playing harp": 234,
-    "playing ice hockey": 235,
-    "playing keyboard": 236,
-    "playing kickball": 237,
-    "playing monopoly": 238,
-    "playing organ": 239,
-    "playing paintball": 240,
-    "playing piano": 241,
-    "playing poker": 242,
-    "playing recorder": 243,
-    "playing saxophone": 244,
-    "playing squash or racquetball": 245,
-    "playing tennis": 246,
-    "playing trombone": 247,
-    "playing trumpet": 248,
-    "playing ukulele": 249,
-    "playing violin": 250,
-    "playing volleyball": 251,
-    "playing xylophone": 252,
-    "pole vault": 253,
-    "presenting weather forecast": 254,
-    "pull ups": 255,
-    "pumping fist": 256,
-    "pumping gas": 257,
-    "punching bag": 258,
-    "punching person (boxing)": 259,
-    "push up": 260,
-    "pushing car": 261,
-    "pushing cart": 262,
-    "pushing wheelchair": 263,
-    "reading book": 264,
-    "reading newspaper": 265,
-    "recording music": 266,
-    "riding a bike": 267,
-    "riding camel": 268,
-    "riding elephant": 269,
-    "riding mechanical bull": 270,
-    "riding mountain bike": 271,
-    "riding mule": 272,
-    "riding or walking with horse": 273,
-    "riding scooter": 274,
-    "riding unicycle": 275,
-    "ripping paper": 276,
-    "robot dancing": 277,
-    "rock climbing": 278,
-    "rock scissors paper": 279,
-    "roller skating": 280,
-    "running on treadmill": 281,
+    "playingaccordion": 217,
+    "playingbadminton": 218,
+    "playingbagpipes": 219,
+    "playingbasketball": 220,
+    "playingbassguitar": 221,
+    "playingcards": 222,
+    "playingcello": 223,
+    "playingchess": 224,
+    "playingclarinet": 225,
+    "playingcontroller": 226,
+    "playingcricket": 227,
+    "playingcymbals": 228,
+    "playingdidgeridoo": 229,
+    "playingdrums": 230,
+    "playingflute": 231,
+    "playingguitar": 232,
+    "playingharmonica": 233,
+    "playingharp": 234,
+    "playingicehockey": 235,
+    "playingkeyboard": 236,
+    "playingkickball": 237,
+    "playingmonopoly": 238,
+    "playingorgan": 239,
+    "playingpaintball": 240,
+    "playingpiano": 241,
+    "playingpoker": 242,
+    "playingrecorder": 243,
+    "playingsaxophone": 244,
+    "playingsquashorracquetball": 245,
+    "playingtennis": 246,
+    "playingtrombone": 247,
+    "playingtrumpet": 248,
+    "playingukulele": 249,
+    "playingviolin": 250,
+    "playingvolleyball": 251,
+    "playingxylophone": 252,
+    "polevault": 253,
+    "presentingweatherforecast": 254,
+    "pullups": 255,
+    "pumpingfist": 256,
+    "pumpinggas": 257,
+    "punchingbag": 258,
+    "punchingpersonboxing": 259,
+    "pushingcar": 260,
+    "pushingcart": 261,
+    "pushingwheelchair": 262,
+    "pushup": 263,
+    "readingbook": 264,
+    "readingnewspaper": 265,
+    "recordingmusic": 266,
+    "ridingabike": 267,
+    "ridingcamel": 268,
+    "ridingelephant": 269,
+    "ridingmechanicalbull": 270,
+    "ridingmountainbike": 271,
+    "ridingmule": 272,
+    "ridingorwalkingwithhorse": 273,
+    "ridingscooter": 274,
+    "ridingunicycle": 275,
+    "rippingpaper": 276,
+    "robotdancing": 277,
+    "rockclimbing": 278,
+    "rockscissorspaper": 279,
+    "rollerskating": 280,
+    "runningontreadmill": 281,
     "sailing": 282,
-    "salsa dancing": 283,
-    "sanding floor": 284,
-    "scrambling eggs": 285,
-    "scuba diving": 286,
-    "setting table": 287,
-    "shaking hands": 288,
-    "shaking head": 289,
-    "sharpening knives": 290,
-    "sharpening pencil": 291,
-    "shaving head": 292,
-    "shaving legs": 293,
-    "shearing sheep": 294,
-    "shining shoes": 295,
-    "shooting basketball": 296,
-    "shooting goal (soccer)": 297,
-    "shot put": 298,
-    "shoveling snow": 299,
-    "shredding paper": 300,
-    "shuffling cards": 301,
-    "side kick": 302,
-    "sign language interpreting": 303,
+    "salsadancing": 283,
+    "sandingfloor": 284,
+    "scramblingeggs": 285,
+    "scubadiving": 286,
+    "settingtable": 287,
+    "shakinghands": 288,
+    "shakinghead": 289,
+    "sharpeningknives": 290,
+    "sharpeningpencil": 291,
+    "shavinghead": 292,
+    "shavinglegs": 293,
+    "shearingsheep": 294,
+    "shiningshoes": 295,
+    "shootingbasketball": 296,
+    "shootinggoalsoccer": 297,
+    "shotput": 298,
+    "shovelingsnow": 299,
+    "shreddingpaper": 300,
+    "shufflingcards": 301,
+    "sidekick": 302,
+    "signlanguageinterpreting": 303,
     "singing": 304,
     "situp": 305,
     "skateboarding": 306,
-    "ski jumping": 307,
-    "skiing (not slalom or crosscountry)": 308,
-    "skiing crosscountry": 309,
-    "skiing slalom": 310,
-    "skipping rope": 311,
+    "skiingcrosscountry": 307,
+    "skiingnotslalomorcrosscountry": 308,
+    "skiingslalom": 309,
+    "skijumping": 310,
+    "skippingrope": 311,
     "skydiving": 312,
     "slacklining": 313,
     "slapping": 314,
-    "sled dog racing": 315,
+    "sleddogracing": 315,
     "smoking": 316,
-    "smoking hookah": 317,
-    "snatch weight lifting": 318,
+    "smokinghookah": 317,
+    "snatchweightlifting": 318,
     "sneezing": 319,
     "sniffing": 320,
     "snorkeling": 321,
@@ -743,75 +743,75 @@
     "snowkiting": 323,
     "snowmobiling": 324,
     "somersaulting": 325,
-    "spinning poi": 326,
-    "spray painting": 327,
-    "spraying": 328,
-    "springboard diving": 329,
+    "spinningpoi": 326,
+    "spraying": 327,
+    "spraypainting": 328,
+    "springboarddiving": 329,
     "squat": 330,
-    "sticking tongue out": 331,
-    "stomping grapes": 332,
-    "stretching arm": 333,
-    "stretching leg": 334,
-    "strumming guitar": 335,
-    "surfing crowd": 336,
-    "surfing water": 337,
-    "sweeping floor": 338,
-    "swimming backstroke": 339,
-    "swimming breast stroke": 340,
-    "swimming butterfly stroke": 341,
-    "swing dancing": 342,
-    "swinging legs": 343,
-    "swinging on something": 344,
-    "sword fighting": 345,
-    "tai chi": 346,
-    "taking a shower": 347,
-    "tango dancing": 348,
-    "tap dancing": 349,
-    "tapping guitar": 350,
-    "tapping pen": 351,
-    "tasting beer": 352,
-    "tasting food": 353,
+    "stickingtongueout": 331,
+    "stompinggrapes": 332,
+    "stretchingarm": 333,
+    "stretchingleg": 334,
+    "strummingguitar": 335,
+    "surfingcrowd": 336,
+    "surfingwater": 337,
+    "sweepingfloor": 338,
+    "swimmingbackstroke": 339,
+    "swimmingbreaststroke": 340,
+    "swimmingbutterflystroke": 341,
+    "swingdancing": 342,
+    "swinginglegs": 343,
+    "swingingonsomething": 344,
+    "swordfighting": 345,
+    "taichi": 346,
+    "takingashower": 347,
+    "tangodancing": 348,
+    "tapdancing": 349,
+    "tappingguitar": 350,
+    "tappingpen": 351,
+    "tastingbeer": 352,
+    "tastingfood": 353,
     "testifying": 354,
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