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{
"_name_or_path": "NiiCole/timesformer-base-finetuned-k400-continual-lora-ucf101-til-02",
"architectures": [
"TimesformerForVideoClassification"
],
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"attention_type": "divided_space_time",
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"hidden_act": "gelu",
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"id2label": {
"0": "ApplyEyeMakeup",
"1": "ApplyLipstick",
"2": "Archery",
"3": "BabyCrawling",
"4": "BalanceBeam",
"5": "BandMarching",
"6": "BaseballPitch",
"7": "Basketball",
"8": "BasketballDunk",
"9": "BenchPress",
"10": "Biking",
"11": "Billiards",
"12": "BlowDryHair",
"13": "BlowingCandles",
"14": "BodyWeightSquats",
"15": "Bowling",
"16": "BoxingPunchingBag",
"17": "BoxingSpeedBag",
"18": "BreastStroke",
"19": "BrushingTeeth",
"20": "CleanAndJerk",
"21": "CliffDiving",
"22": "CricketBowling",
"23": "CricketShot",
"24": "CuttingInKitchen",
"25": "Diving",
"26": "Drumming",
"27": "Fencing",
"28": "FieldHockeyPenalty",
"29": "FloorGymnastics",
"30": "FrisbeeCatch",
"31": "FrontCrawl",
"32": "GolfSwing",
"33": "Haircut",
"34": "Hammering",
"35": "HammerThrow",
"36": "HandstandPushups",
"37": "HandstandWalking",
"38": "HeadMassage",
"39": "HighJump",
"40": "HorseRace",
"41": "HorseRiding",
"42": "HulaHoop",
"43": "IceDancing",
"44": "JavelinThrow",
"45": "JugglingBalls",
"46": "JumpingJack",
"47": "JumpRope",
"48": "Kayaking",
"49": "Knitting",
"50": "LongJump",
"51": "Lunges",
"52": "MilitaryParade",
"53": "Mixing",
"54": "MoppingFloor",
"55": "Nunchucks",
"56": "ParallelBars",
"57": "PizzaTossing",
"58": "PlayingCello",
"59": "PlayingDaf",
"60": "PlayingDhol",
"61": "PlayingFlute",
"62": "PlayingGuitar",
"63": "PlayingPiano",
"64": "PlayingSitar",
"65": "PlayingTabla",
"66": "PlayingViolin",
"67": "PoleVault",
"68": "PommelHorse",
"69": "PullUps",
"70": "Punch",
"71": "PushUps",
"72": "Rafting",
"73": "RockClimbingIndoor",
"74": "RopeClimbing",
"75": "Rowing",
"76": "SalsaSpin",
"77": "ShavingBeard",
"78": "Shotput",
"79": "SkateBoarding",
"80": "Skiing",
"81": "Skijet",
"82": "SkyDiving",
"83": "SoccerJuggling",
"84": "SoccerPenalty",
"85": "StillRings",
"86": "SumoWrestling",
"87": "Surfing",
"88": "Swing",
"89": "TableTennisShot",
"90": "TaiChi",
"91": "TennisSwing",
"92": "ThrowDiscus",
"93": "TrampolineJumping",
"94": "Typing",
"95": "UnevenBars",
"96": "VolleyballSpiking",
"97": "WalkingWithDog",
"98": "WallPushups",
"99": "WritingOnBoard",
"100": "YoYo"
},
"image_size": 224,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"ApplyEyeMakeup": 0,
"ApplyLipstick": 1,
"Archery": 2,
"BabyCrawling": 3,
"BalanceBeam": 4,
"BandMarching": 5,
"BaseballPitch": 6,
"Basketball": 7,
"BasketballDunk": 8,
"BenchPress": 9,
"Biking": 10,
"Billiards": 11,
"BlowDryHair": 12,
"BlowingCandles": 13,
"BodyWeightSquats": 14,
"Bowling": 15,
"BoxingPunchingBag": 16,
"BoxingSpeedBag": 17,
"BreastStroke": 18,
"BrushingTeeth": 19,
"CleanAndJerk": 20,
"CliffDiving": 21,
"CricketBowling": 22,
"CricketShot": 23,
"CuttingInKitchen": 24,
"Diving": 25,
"Drumming": 26,
"Fencing": 27,
"FieldHockeyPenalty": 28,
"FloorGymnastics": 29,
"FrisbeeCatch": 30,
"FrontCrawl": 31,
"GolfSwing": 32,
"Haircut": 33,
"HammerThrow": 35,
"Hammering": 34,
"HandstandPushups": 36,
"HandstandWalking": 37,
"HeadMassage": 38,
"HighJump": 39,
"HorseRace": 40,
"HorseRiding": 41,
"HulaHoop": 42,
"IceDancing": 43,
"JavelinThrow": 44,
"JugglingBalls": 45,
"JumpRope": 47,
"JumpingJack": 46,
"Kayaking": 48,
"Knitting": 49,
"LongJump": 50,
"Lunges": 51,
"MilitaryParade": 52,
"Mixing": 53,
"MoppingFloor": 54,
"Nunchucks": 55,
"ParallelBars": 56,
"PizzaTossing": 57,
"PlayingCello": 58,
"PlayingDaf": 59,
"PlayingDhol": 60,
"PlayingFlute": 61,
"PlayingGuitar": 62,
"PlayingPiano": 63,
"PlayingSitar": 64,
"PlayingTabla": 65,
"PlayingViolin": 66,
"PoleVault": 67,
"PommelHorse": 68,
"PullUps": 69,
"Punch": 70,
"PushUps": 71,
"Rafting": 72,
"RockClimbingIndoor": 73,
"RopeClimbing": 74,
"Rowing": 75,
"SalsaSpin": 76,
"ShavingBeard": 77,
"Shotput": 78,
"SkateBoarding": 79,
"Skiing": 80,
"Skijet": 81,
"SkyDiving": 82,
"SoccerJuggling": 83,
"SoccerPenalty": 84,
"StillRings": 85,
"SumoWrestling": 86,
"Surfing": 87,
"Swing": 88,
"TableTennisShot": 89,
"TaiChi": 90,
"TennisSwing": 91,
"ThrowDiscus": 92,
"TrampolineJumping": 93,
"Typing": 94,
"UnevenBars": 95,
"VolleyballSpiking": 96,
"WalkingWithDog": 97,
"WallPushups": 98,
"WritingOnBoard": 99,
"YoYo": 100
},
"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": "4.31.0"
}