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{
"architectures": [
"TimeSformerForVideoClassification"
],
"attention_probs_dropout_prob": 0.0,
"attention_type": "divided_space_time",
"drop_path_prob": 0,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 768,
"id2label": {
"0": "Approaching [something] with your camera",
"1": "Attaching [something] to [something]",
"2": "Bending [something] so that it deforms",
"3": "Bending [something] until it breaks",
"4": "Burying [something] in [something]",
"5": "Closing [something]",
"6": "Covering [something] with [something]",
"7": "Digging [something] out of [something]",
"8": "Dropping [something] behind [something]",
"9": "Dropping [something] in front of [something]",
"10": "Dropping [something] into [something]",
"11": "Dropping [something] next to [something]",
"12": "Dropping [something] onto [something]",
"13": "Failing to put [something] into [something] because [something] does not fit",
"14": "Folding [something]",
"15": "Hitting [something] with [something]",
"16": "Holding [something]",
"17": "Holding [something] behind [something]",
"18": "Holding [something] in front of [something]",
"19": "Holding [something] next to [something]",
"20": "Holding [something] over [something]",
"21": "Laying [something] on the table on its side, not upright",
"22": "Letting [something] roll along a flat surface",
"23": "Letting [something] roll down a slanted surface",
"24": "Letting [something] roll up a slanted surface, so it rolls back down",
"25": "Lifting a surface with [something] on it but not enough for it to slide down",
"26": "Lifting a surface with [something] on it until it starts sliding down",
"27": "Lifting [something] up completely without letting it drop down",
"28": "Lifting [something] up completely, then letting it drop down",
"29": "Lifting [something] with [something] on it",
"30": "Lifting up one end of [something] without letting it drop down",
"31": "Lifting up one end of [something], then letting it drop down",
"32": "Moving away from [something] with your camera",
"33": "Moving [part] of [something]",
"34": "Moving [something] across a surface until it falls down",
"35": "Moving [something] across a surface without it falling down",
"36": "Moving [something] and [something] away from each other",
"37": "Moving [something] and [something] closer to each other",
"38": "Moving [something] and [something] so they collide with each other",
"39": "Moving [something] and [something] so they pass each other",
"40": "Moving [something] away from [something]",
"41": "Moving [something] away from the camera",
"42": "Moving [something] closer to [something]",
"43": "Moving [something] down",
"44": "Moving [something] towards the camera",
"45": "Moving [something] up",
"46": "Opening [something]",
"47": "Picking [something] up",
"48": "Piling [something] up",
"49": "Plugging [something] into [something]",
"50": "Plugging [something] into [something] but pulling it right out as you remove your hand",
"51": "Poking a hole into [some substance]",
"52": "Poking a hole into [something soft]",
"53": "Poking a stack of [something] so the stack collapses",
"54": "Poking a stack of [something] without the stack collapsing",
"55": "Poking [something] so it slightly moves",
"56": "Poking [something] so lightly that it doesn't or almost doesn't move",
"57": "Poking [something] so that it falls over",
"58": "Poking [something] so that it spins around",
"59": "Pouring [something] into [something]",
"60": "Pouring [something] into [something] until it overflows",
"61": "Pouring [something] onto [something]",
"62": "Pouring [something] out of [something]",
"63": "Pretending or failing to wipe [something] off of [something]",
"64": "Pretending or trying and failing to twist [something]",
"65": "Pretending to be tearing [something that is not tearable]",
"66": "Pretending to close [something] without actually closing it",
"67": "Pretending to open [something] without actually opening it",
"68": "Pretending to pick [something] up",
"69": "Pretending to poke [something]",
"70": "Pretending to pour [something] out of [something], but [something] is empty",
"71": "Pretending to put [something] behind [something]",
"72": "Pretending to put [something] into [something]",
"73": "Pretending to put [something] next to [something]",
"74": "Pretending to put [something] on a surface",
"75": "Pretending to put [something] onto [something]",
"76": "Pretending to put [something] underneath [something]",
"77": "Pretending to scoop [something] up with [something]",
"78": "Pretending to spread air onto [something]",
"79": "Pretending to sprinkle air onto [something]",
"80": "Pretending to squeeze [something]",
"81": "Pretending to take [something] from [somewhere]",
"82": "Pretending to take [something] out of [something]",
"83": "Pretending to throw [something]",
"84": "Pretending to turn [something] upside down",
"85": "Pulling [something] from behind of [something]",
"86": "Pulling [something] from left to right",
"87": "Pulling [something] from right to left",
"88": "Pulling [something] onto [something]",
"89": "Pulling [something] out of [something]",
"90": "Pulling two ends of [something] but nothing happens",
"91": "Pulling two ends of [something] so that it gets stretched",
"92": "Pulling two ends of [something] so that it separates into two pieces",
"93": "Pushing [something] from left to right",
"94": "Pushing [something] from right to left",
"95": "Pushing [something] off of [something]",
"96": "Pushing [something] onto [something]",
"97": "Pushing [something] so it spins",
"98": "Pushing [something] so that it almost falls off but doesn't",
"99": "Pushing [something] so that it falls off the table",
"100": "Pushing [something] so that it slightly moves",
"101": "Pushing [something] with [something]",
"102": "Putting [number of] [something] onto [something]",
"103": "Putting [something] and [something] on the table",
"104": "Putting [something] behind [something]",
"105": "Putting [something] in front of [something]",
"106": "Putting [something] into [something]",
"107": "Putting [something] next to [something]",
"108": "Putting [something] on a flat surface without letting it roll",
"109": "Putting [something] on a surface",
"110": "Putting [something] on the edge of [something] so it is not supported and falls down",
"111": "Putting [something] onto a slanted surface but it doesn't glide down",
"112": "Putting [something] onto [something]",
"113": "Putting [something] onto [something else that cannot support it] so it falls down",
"114": "Putting [something similar to other things that are already on the table]",
"115": "Putting [something] that can't roll onto a slanted surface, so it slides down",
"116": "Putting [something] that can't roll onto a slanted surface, so it stays where it is",
"117": "Putting [something that cannot actually stand upright] upright on the table, so it falls on its side",
"118": "Putting [something] underneath [something]",
"119": "Putting [something] upright on the table",
"120": "Putting [something], [something] and [something] on the table",
"121": "Removing [something], revealing [something] behind",
"122": "Rolling [something] on a flat surface",
"123": "Scooping [something] up with [something]",
"124": "Showing a photo of [something] to the camera",
"125": "Showing [something] behind [something]",
"126": "Showing [something] next to [something]",
"127": "Showing [something] on top of [something]",
"128": "Showing [something] to the camera",
"129": "Showing that [something] is empty",
"130": "Showing that [something] is inside [something]",
"131": "[Something] being deflected from [something]",
"132": "[Something] colliding with [something] and both are being deflected",
"133": "[Something] colliding with [something] and both come to a halt",
"134": "[Something] falling like a feather or paper",
"135": "[Something] falling like a rock",
"136": "Spilling [something] behind [something]",
"137": "Spilling [something] next to [something]",
"138": "Spilling [something] onto [something]",
"139": "Spinning [something] so it continues spinning",
"140": "Spinning [something] that quickly stops spinning",
"141": "Spreading [something] onto [something]",
"142": "Sprinkling [something] onto [something]",
"143": "Squeezing [something]",
"144": "Stacking [number of] [something]",
"145": "Stuffing [something] into [something]",
"146": "Taking [one of many similar things on the table]",
"147": "Taking [something] from [somewhere]",
"148": "Taking [something] out of [something]",
"149": "Tearing [something] into two pieces",
"150": "Tearing [something] just a little bit",
"151": "Throwing [something]",
"152": "Throwing [something] against [something]",
"153": "Throwing [something] in the air and catching it",
"154": "Throwing [something] in the air and letting it fall",
"155": "Throwing [something] onto a surface",
"156": "Tilting [something] with [something] on it slightly so it doesn't fall down",
"157": "Tilting [something] with [something] on it until it falls off",
"158": "Tipping [something] over",
"159": "Tipping [something] with [something in it] over, so [something in it] falls out",
"160": "Touching (without moving) [part] of [something]",
"161": "Trying but failing to attach [something] to [something] because it doesn't stick",
"162": "Trying to bend [something unbendable] so nothing happens",
"163": "Trying to pour [something] into [something], but missing so it spills next to it",
"164": "Turning [something] upside down",
"165": "Turning the camera downwards while filming [something]",
"166": "Turning the camera left while filming [something]",
"167": "Turning the camera right while filming [something]",
"168": "Turning the camera upwards while filming [something]",
"169": "Twisting (wringing) [something] wet until water comes out",
"170": "Twisting [something]",
"171": "Uncovering [something]",
"172": "Unfolding [something]",
"173": "Wiping [something] off of [something]"
},
"image_size": 448,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Approaching [something] with your camera": 0,
"Attaching [something] to [something]": 1,
"Bending [something] so that it deforms": 2,
"Bending [something] until it breaks": 3,
"Burying [something] in [something]": 4,
"Closing [something]": 5,
"Covering [something] with [something]": 6,
"Digging [something] out of [something]": 7,
"Dropping [something] behind [something]": 8,
"Dropping [something] in front of [something]": 9,
"Dropping [something] into [something]": 10,
"Dropping [something] next to [something]": 11,
"Dropping [something] onto [something]": 12,
"Failing to put [something] into [something] because [something] does not fit": 13,
"Folding [something]": 14,
"Hitting [something] with [something]": 15,
"Holding [something]": 16,
"Holding [something] behind [something]": 17,
"Holding [something] in front of [something]": 18,
"Holding [something] next to [something]": 19,
"Holding [something] over [something]": 20,
"Laying [something] on the table on its side, not upright": 21,
"Letting [something] roll along a flat surface": 22,
"Letting [something] roll down a slanted surface": 23,
"Letting [something] roll up a slanted surface, so it rolls back down": 24,
"Lifting [something] up completely without letting it drop down": 27,
"Lifting [something] up completely, then letting it drop down": 28,
"Lifting [something] with [something] on it": 29,
"Lifting a surface with [something] on it but not enough for it to slide down": 25,
"Lifting a surface with [something] on it until it starts sliding down": 26,
"Lifting up one end of [something] without letting it drop down": 30,
"Lifting up one end of [something], then letting it drop down": 31,
"Moving [part] of [something]": 33,
"Moving [something] across a surface until it falls down": 34,
"Moving [something] across a surface without it falling down": 35,
"Moving [something] and [something] away from each other": 36,
"Moving [something] and [something] closer to each other": 37,
"Moving [something] and [something] so they collide with each other": 38,
"Moving [something] and [something] so they pass each other": 39,
"Moving [something] away from [something]": 40,
"Moving [something] away from the camera": 41,
"Moving [something] closer to [something]": 42,
"Moving [something] down": 43,
"Moving [something] towards the camera": 44,
"Moving [something] up": 45,
"Moving away from [something] with your camera": 32,
"Opening [something]": 46,
"Picking [something] up": 47,
"Piling [something] up": 48,
"Plugging [something] into [something]": 49,
"Plugging [something] into [something] but pulling it right out as you remove your hand": 50,
"Poking [something] so it slightly moves": 55,
"Poking [something] so lightly that it doesn't or almost doesn't move": 56,
"Poking [something] so that it falls over": 57,
"Poking [something] so that it spins around": 58,
"Poking a hole into [some substance]": 51,
"Poking a hole into [something soft]": 52,
"Poking a stack of [something] so the stack collapses": 53,
"Poking a stack of [something] without the stack collapsing": 54,
"Pouring [something] into [something]": 59,
"Pouring [something] into [something] until it overflows": 60,
"Pouring [something] onto [something]": 61,
"Pouring [something] out of [something]": 62,
"Pretending or failing to wipe [something] off of [something]": 63,
"Pretending or trying and failing to twist [something]": 64,
"Pretending to be tearing [something that is not tearable]": 65,
"Pretending to close [something] without actually closing it": 66,
"Pretending to open [something] without actually opening it": 67,
"Pretending to pick [something] up": 68,
"Pretending to poke [something]": 69,
"Pretending to pour [something] out of [something], but [something] is empty": 70,
"Pretending to put [something] behind [something]": 71,
"Pretending to put [something] into [something]": 72,
"Pretending to put [something] next to [something]": 73,
"Pretending to put [something] on a surface": 74,
"Pretending to put [something] onto [something]": 75,
"Pretending to put [something] underneath [something]": 76,
"Pretending to scoop [something] up with [something]": 77,
"Pretending to spread air onto [something]": 78,
"Pretending to sprinkle air onto [something]": 79,
"Pretending to squeeze [something]": 80,
"Pretending to take [something] from [somewhere]": 81,
"Pretending to take [something] out of [something]": 82,
"Pretending to throw [something]": 83,
"Pretending to turn [something] upside down": 84,
"Pulling [something] from behind of [something]": 85,
"Pulling [something] from left to right": 86,
"Pulling [something] from right to left": 87,
"Pulling [something] onto [something]": 88,
"Pulling [something] out of [something]": 89,
"Pulling two ends of [something] but nothing happens": 90,
"Pulling two ends of [something] so that it gets stretched": 91,
"Pulling two ends of [something] so that it separates into two pieces": 92,
"Pushing [something] from left to right": 93,
"Pushing [something] from right to left": 94,
"Pushing [something] off of [something]": 95,
"Pushing [something] onto [something]": 96,
"Pushing [something] so it spins": 97,
"Pushing [something] so that it almost falls off but doesn't": 98,
"Pushing [something] so that it falls off the table": 99,
"Pushing [something] so that it slightly moves": 100,
"Pushing [something] with [something]": 101,
"Putting [number of] [something] onto [something]": 102,
"Putting [something similar to other things that are already on the table]": 114,
"Putting [something that cannot actually stand upright] upright on the table, so it falls on its side": 117,
"Putting [something] and [something] on the table": 103,
"Putting [something] behind [something]": 104,
"Putting [something] in front of [something]": 105,
"Putting [something] into [something]": 106,
"Putting [something] next to [something]": 107,
"Putting [something] on a flat surface without letting it roll": 108,
"Putting [something] on a surface": 109,
"Putting [something] on the edge of [something] so it is not supported and falls down": 110,
"Putting [something] onto [something else that cannot support it] so it falls down": 113,
"Putting [something] onto [something]": 112,
"Putting [something] onto a slanted surface but it doesn't glide down": 111,
"Putting [something] that can't roll onto a slanted surface, so it slides down": 115,
"Putting [something] that can't roll onto a slanted surface, so it stays where it is": 116,
"Putting [something] underneath [something]": 118,
"Putting [something] upright on the table": 119,
"Putting [something], [something] and [something] on the table": 120,
"Removing [something], revealing [something] behind": 121,
"Rolling [something] on a flat surface": 122,
"Scooping [something] up with [something]": 123,
"Showing [something] behind [something]": 125,
"Showing [something] next to [something]": 126,
"Showing [something] on top of [something]": 127,
"Showing [something] to the camera": 128,
"Showing a photo of [something] to the camera": 124,
"Showing that [something] is empty": 129,
"Showing that [something] is inside [something]": 130,
"Spilling [something] behind [something]": 136,
"Spilling [something] next to [something]": 137,
"Spilling [something] onto [something]": 138,
"Spinning [something] so it continues spinning": 139,
"Spinning [something] that quickly stops spinning": 140,
"Spreading [something] onto [something]": 141,
"Sprinkling [something] onto [something]": 142,
"Squeezing [something]": 143,
"Stacking [number of] [something]": 144,
"Stuffing [something] into [something]": 145,
"Taking [one of many similar things on the table]": 146,
"Taking [something] from [somewhere]": 147,
"Taking [something] out of [something]": 148,
"Tearing [something] into two pieces": 149,
"Tearing [something] just a little bit": 150,
"Throwing [something]": 151,
"Throwing [something] against [something]": 152,
"Throwing [something] in the air and catching it": 153,
"Throwing [something] in the air and letting it fall": 154,
"Throwing [something] onto a surface": 155,
"Tilting [something] with [something] on it slightly so it doesn't fall down": 156,
"Tilting [something] with [something] on it until it falls off": 157,
"Tipping [something] over": 158,
"Tipping [something] with [something in it] over, so [something in it] falls out": 159,
"Touching (without moving) [part] of [something]": 160,
"Trying but failing to attach [something] to [something] because it doesn't stick": 161,
"Trying to bend [something unbendable] so nothing happens": 162,
"Trying to pour [something] into [something], but missing so it spills next to it": 163,
"Turning [something] upside down": 164,
"Turning the camera downwards while filming [something]": 165,
"Turning the camera left while filming [something]": 166,
"Turning the camera right while filming [something]": 167,
"Turning the camera upwards while filming [something]": 168,
"Twisting (wringing) [something] wet until water comes out": 169,
"Twisting [something]": 170,
"Uncovering [something]": 171,
"Unfolding [something]": 172,
"Wiping [something] off of [something]": 173,
"[Something] being deflected from [something]": 131,
"[Something] colliding with [something] and both are being deflected": 132,
"[Something] colliding with [something] and both come to a halt": 133,
"[Something] falling like a feather or paper": 134,
"[Something] falling like a rock": 135
},
"layer_norm_eps": 1e-06,
"model_type": "timesformer",
"num_attention_heads": 12,
"num_channels": 3,
"num_frames": 16,
"num_hidden_layers": 12,
"patch_size": 16,
"qkv_bias": true,
"torch_dtype": "float32",
"transformers_version": "4.23.0.dev0",
"use_mean_pooling": false
}