config.json

{
  "_name_or_path": "facebook/timesformer-base-finetuned-k400",
  "architectures": [
    "TimesformerForVideoClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "attention_type": "divided_space_time",
  "drop_path_rate": 0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "abseiling",
    "1": "air drumming",
    "2": "answering questions",
    "3": "applauding",
    "4": "applying cream",
    "5": "archery",
    "6": "arm wrestling",
    "7": "arranging flowers",
    "8": "assembling computer",
    "9": "auctioning",
    "10": "baby waking up",
    "11": "baking cookies",
    "12": "balloon blowing",
    "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",
    "28": "bobsledding",
    "29": "bookbinding",
    "30": "bouncing on trampoline",
    "31": "bowling",
    "32": "braiding hair",
    "33": "breading or breadcrumbing",
    "34": "breakdancing",
    "35": "brush painting",
    "36": "brushing hair",
    "37": "brushing teeth",
    "38": "building cabinet",
    "39": "building shed",
    "40": "bungee jumping",
    "41": "busking",
    "42": "canoeing or kayaking",
    "43": "capoeira",
    "44": "carrying baby",
    "45": "cartwheeling",
    "46": "carving pumpkin",
    "47": "catching fish",
    "48": "catching or throwing baseball",
    "49": "catching or throwing frisbee",
    "50": "catching or throwing softball",
    "51": "celebrating",
    "52": "changing oil",
    "53": "changing wheel",
    "54": "checking tires",
    "55": "cheerleading",
    "56": "chopping wood",
    "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",
    "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",
    "88": "deadlifting",
    "89": "decorating the christmas tree",
    "90": "digging",
    "91": "dining",
    "92": "disc golfing",
    "93": "diving cliff",
    "94": "dodgeball",
    "95": "doing aerobics",
    "96": "doing laundry",
    "97": "doing nails",
    "98": "drawing",
    "99": "dribbling basketball",
    "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",
    "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",
    "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",
    "149": "headbanging",
    "150": "headbutting",
    "151": "high jump",
    "152": "high kick",
    "153": "hitting baseball",
    "154": "hockey stop",
    "155": "holding snake",
    "156": "hopscotch",
    "157": "hoverboarding",
    "158": "hugging",
    "159": "hula hooping",
    "160": "hurdling",
    "161": "hurling (sport)",
    "162": "ice climbing",
    "163": "ice fishing",
    "164": "ice skating",
    "165": "ironing",
    "166": "javelin throw",
    "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",
    "176": "kissing",
    "177": "kitesurfing",
    "178": "knitting",
    "179": "krumping",
    "180": "laughing",
    "181": "laying bricks",
    "182": "long jump",
    "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",
    "192": "marching",
    "193": "massaging back",
    "194": "massaging feet",
    "195": "massaging legs",
    "196": "massaging person's head",
    "197": "milking cow",
    "198": "mopping floor",
    "199": "motorcycling",
    "200": "moving furniture",
    "201": "mowing lawn",
    "202": "news anchoring",
    "203": "opening bottle",
    "204": "opening present",
    "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",
    "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",
    "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",
    "304": "singing",
    "305": "situp",
    "306": "skateboarding",
    "307": "ski jumping",
    "308": "skiing (not slalom or crosscountry)",
    "309": "skiing crosscountry",
    "310": "skiing slalom",
    "311": "skipping rope",
    "312": "skydiving",
    "313": "slacklining",
    "314": "slapping",
    "315": "sled dog racing",
    "316": "smoking",
    "317": "smoking hookah",
    "318": "snatch weight lifting",
    "319": "sneezing",
    "320": "sniffing",
    "321": "snorkeling",
    "322": "snowboarding",
    "323": "snowkiting",
    "324": "snowmobiling",
    "325": "somersaulting",
    "326": "spinning poi",
    "327": "spray painting",
    "328": "spraying",
    "329": "springboard diving",
    "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",
    "354": "testifying",
    "355": "texting",
    "356": "throwing axe",
    "357": "throwing ball",
    "358": "throwing discus",
    "359": "tickling",
    "360": "tobogganing",
    "361": "tossing coin",
    "362": "tossing salad",
    "363": "training dog",
    "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",
    "371": "unboxing",
    "372": "unloading truck",
    "373": "using computer",
    "374": "using remote controller (not gaming)",
    "375": "using segway",
    "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",
    "391": "welding",
    "392": "whistling",
    "393": "windsurfing",
    "394": "wrapping present",
    "395": "wrestling",
    "396": "writing",
    "397": "yawning",
    "398": "yoga",
    "399": "zumba"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "abseiling": 0,
    "air drumming": 1,
    "answering questions": 2,
    "applauding": 3,
    "applying cream": 4,
    "archery": 5,
    "arm wrestling": 6,
    "arranging flowers": 7,
    "assembling computer": 8,
    "auctioning": 9,
    "baby waking up": 10,
    "baking cookies": 11,
    "balloon blowing": 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,
    "bobsledding": 28,
    "bookbinding": 29,
    "bouncing on trampoline": 30,
    "bowling": 31,
    "braiding hair": 32,
    "breading or breadcrumbing": 33,
    "breakdancing": 34,
    "brush painting": 35,
    "brushing hair": 36,
    "brushing teeth": 37,
    "building cabinet": 38,
    "building shed": 39,
    "bungee jumping": 40,
    "busking": 41,
    "canoeing or kayaking": 42,
    "capoeira": 43,
    "carrying baby": 44,
    "cartwheeling": 45,
    "carving pumpkin": 46,
    "catching fish": 47,
    "catching or throwing baseball": 48,
    "catching or throwing frisbee": 49,
    "catching or throwing softball": 50,
    "celebrating": 51,
    "changing oil": 52,
    "changing wheel": 53,
    "checking tires": 54,
    "cheerleading": 55,
    "chopping wood": 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,
    "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,
    "deadlifting": 88,
    "decorating the christmas tree": 89,
    "digging": 90,
    "dining": 91,
    "disc golfing": 92,
    "diving cliff": 93,
    "dodgeball": 94,
    "doing aerobics": 95,
    "doing laundry": 96,
    "doing nails": 97,
    "drawing": 98,
    "dribbling basketball": 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,
    "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,
    "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,
    "headbanging": 149,
    "headbutting": 150,
    "high jump": 151,
    "high kick": 152,
    "hitting baseball": 153,
    "hockey stop": 154,
    "holding snake": 155,
    "hopscotch": 156,
    "hoverboarding": 157,
    "hugging": 158,
    "hula hooping": 159,
    "hurdling": 160,
    "hurling (sport)": 161,
    "ice climbing": 162,
    "ice fishing": 163,
    "ice skating": 164,
    "ironing": 165,
    "javelin throw": 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,
    "kissing": 176,
    "kitesurfing": 177,
    "knitting": 178,
    "krumping": 179,
    "laughing": 180,
    "laying bricks": 181,
    "long jump": 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,
    "marching": 192,
    "massaging back": 193,
    "massaging feet": 194,
    "massaging legs": 195,
    "massaging person's head": 196,
    "milking cow": 197,
    "mopping floor": 198,
    "motorcycling": 199,
    "moving furniture": 200,
    "mowing lawn": 201,
    "news anchoring": 202,
    "opening bottle": 203,
    "opening present": 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,
    "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,
    "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,
    "singing": 304,
    "situp": 305,
    "skateboarding": 306,
    "ski jumping": 307,
    "skiing (not slalom or crosscountry)": 308,
    "skiing crosscountry": 309,
    "skiing slalom": 310,
    "skipping rope": 311,
    "skydiving": 312,
    "slacklining": 313,
    "slapping": 314,
    "sled dog racing": 315,
    "smoking": 316,
    "smoking hookah": 317,
    "snatch weight lifting": 318,
    "sneezing": 319,
    "sniffing": 320,
    "snorkeling": 321,
    "snowboarding": 322,
    "snowkiting": 323,
    "snowmobiling": 324,
    "somersaulting": 325,
    "spinning poi": 326,
    "spray painting": 327,
    "spraying": 328,
    "springboard diving": 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,
    "testifying": 354,
    "texting": 355,
    "throwing axe": 356,
    "throwing ball": 357,
    "throwing discus": 358,
    "tickling": 359,
    "tobogganing": 360,
    "tossing coin": 361,
    "tossing salad": 362,
    "training dog": 363,
    "trapezing": 364,
    "trimming or shaving beard": 365,
    "trimming trees": 366,
    "triple jump": 367,
    "tying bow tie": 368,
    "tying knot (not on a tie)": 369,
    "tying tie": 370,
    "unboxing": 371,
    "unloading truck": 372,
    "using computer": 373,
    "using remote controller (not gaming)": 374,
    "using segway": 375,
    "vault": 376,
    "waiting in line": 377,
    "walking the dog": 378,
    "washing dishes": 379,
    "washing feet": 380,
    "washing hair": 381,
    "washing hands": 382,
    "water skiing": 383,
    "water sliding": 384,
    "watering plants": 385,
    "waxing back": 386,
    "waxing chest": 387,
    "waxing eyebrows": 388,
    "waxing legs": 389,
    "weaving basket": 390,
    "welding": 391,
    "whistling": 392,
    "windsurfing": 393,
    "wrapping present": 394,
    "wrestling": 395,
    "writing": 396,
    "yawning": 397,
    "yoga": 398,
    "zumba": 399
  },
  "layer_norm_eps": 1e-06,
  "model_type": "timesformer",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_frames": 8,
  "num_hidden_layers": 12,
  "patch_size": 16,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.41.2"
}