Training in progress, epoch 0

config.json

@@ -1,7 +1,7 @@
 {
   "_name_or_path": "facebook/timesformer-base-finetuned-k400",
   "architectures": [
-    "TimesformerForVideoClassification"
+    "MyTimesformerForVideoClassification"
   ],
   "attention_probs_dropout_prob": 0.0,
   "attention_type": "divided_space_time",
@@ -10,811 +10,31 @@
   "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"
+    "0": "ApplyEyeMakeup",
+    "1": "ApplyLipstick",
+    "2": "Archery",
+    "3": "BabyCrawling",
+    "4": "BalanceBeam",
+    "5": "BandMarching",
+    "6": "BaseballPitch",
+    "7": "Basketball",
+    "8": "BasketballDunk",
+    "9": "BenchPress"
   },
   "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,
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