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Upload TimesformerForVideoClassification

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  1. config.json +376 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
@@ -0,0 +1,376 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "architectures": [
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+ "TimesformerForVideoClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "attention_type": "divided_space_time",
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+ "drop_path_rate": 0,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "Approaching [something] with your camera",
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+ "1": "Attaching [something] to [something]",
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+ "2": "Bending [something] so that it deforms",
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+ "3": "Bending [something] until it breaks",
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+ "4": "Burying [something] in [something]",
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+ "5": "Closing [something]",
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+ "6": "Covering [something] with [something]",
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+ "7": "Digging [something] out of [something]",
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+ "8": "Dropping [something] behind [something]",
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+ "9": "Dropping [something] in front of [something]",
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+ "10": "Dropping [something] into [something]",
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+ "11": "Dropping [something] next to [something]",
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+ "12": "Dropping [something] onto [something]",
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+ "13": "Failing to put [something] into [something] because [something] does not fit",
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+ "14": "Folding [something]",
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+ "15": "Hitting [something] with [something]",
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+ "16": "Holding [something]",
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+ "17": "Holding [something] behind [something]",
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+ "18": "Holding [something] in front of [something]",
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+ "19": "Holding [something] next to [something]",
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+ "20": "Holding [something] over [something]",
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+ "21": "Laying [something] on the table on its side, not upright",
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+ "22": "Letting [something] roll along a flat surface",
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+ "23": "Letting [something] roll down a slanted surface",
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+ "24": "Letting [something] roll up a slanted surface, so it rolls back down",
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+ "25": "Lifting a surface with [something] on it but not enough for it to slide down",
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+ "26": "Lifting a surface with [something] on it until it starts sliding down",
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+ "27": "Lifting [something] up completely without letting it drop down",
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+ "28": "Lifting [something] up completely, then letting it drop down",
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+ "29": "Lifting [something] with [something] on it",
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+ "30": "Lifting up one end of [something] without letting it drop down",
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+ "31": "Lifting up one end of [something], then letting it drop down",
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+ "32": "Moving away from [something] with your camera",
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+ "33": "Moving [part] of [something]",
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+ "34": "Moving [something] across a surface until it falls down",
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+ "35": "Moving [something] across a surface without it falling down",
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+ "36": "Moving [something] and [something] away from each other",
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+ "37": "Moving [something] and [something] closer to each other",
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+ "38": "Moving [something] and [something] so they collide with each other",
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+ "39": "Moving [something] and [something] so they pass each other",
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+ "40": "Moving [something] away from [something]",
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+ "41": "Moving [something] away from the camera",
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+ "42": "Moving [something] closer to [something]",
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+ "43": "Moving [something] down",
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+ "44": "Moving [something] towards the camera",
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+ "45": "Moving [something] up",
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+ "46": "Opening [something]",
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+ "47": "Picking [something] up",
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+ "48": "Piling [something] up",
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+ "49": "Plugging [something] into [something]",
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+ "50": "Plugging [something] into [something] but pulling it right out as you remove your hand",
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+ "51": "Poking a hole into [some substance]",
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+ "52": "Poking a hole into [something soft]",
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+ "53": "Poking a stack of [something] so the stack collapses",
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+ "54": "Poking a stack of [something] without the stack collapsing",
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+ "55": "Poking [something] so it slightly moves",
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+ "56": "Poking [something] so lightly that it doesn't or almost doesn't move",
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+ "57": "Poking [something] so that it falls over",
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+ "58": "Poking [something] so that it spins around",
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+ "59": "Pouring [something] into [something]",
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+ "60": "Pouring [something] into [something] until it overflows",
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+ "61": "Pouring [something] onto [something]",
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+ "62": "Pouring [something] out of [something]",
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+ "63": "Pretending or failing to wipe [something] off of [something]",
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+ "64": "Pretending or trying and failing to twist [something]",
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+ "65": "Pretending to be tearing [something that is not tearable]",
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+ "66": "Pretending to close [something] without actually closing it",
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+ "67": "Pretending to open [something] without actually opening it",
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+ "68": "Pretending to pick [something] up",
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+ "69": "Pretending to poke [something]",
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+ "70": "Pretending to pour [something] out of [something], but [something] is empty",
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+ "71": "Pretending to put [something] behind [something]",
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+ "72": "Pretending to put [something] into [something]",
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+ "73": "Pretending to put [something] next to [something]",
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+ "74": "Pretending to put [something] on a surface",
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+ "75": "Pretending to put [something] onto [something]",
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+ "76": "Pretending to put [something] underneath [something]",
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+ "77": "Pretending to scoop [something] up with [something]",
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+ "78": "Pretending to spread air onto [something]",
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+ "79": "Pretending to sprinkle air onto [something]",
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+ "80": "Pretending to squeeze [something]",
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+ "81": "Pretending to take [something] from [somewhere]",
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+ "82": "Pretending to take [something] out of [something]",
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+ "83": "Pretending to throw [something]",
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+ "84": "Pretending to turn [something] upside down",
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+ "85": "Pulling [something] from behind of [something]",
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+ "86": "Pulling [something] from left to right",
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+ "87": "Pulling [something] from right to left",
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+ "88": "Pulling [something] onto [something]",
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+ "89": "Pulling [something] out of [something]",
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+ "90": "Pulling two ends of [something] but nothing happens",
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+ "91": "Pulling two ends of [something] so that it gets stretched",
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+ "92": "Pulling two ends of [something] so that it separates into two pieces",
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+ "93": "Pushing [something] from left to right",
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+ "94": "Pushing [something] from right to left",
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+ "95": "Pushing [something] off of [something]",
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+ "96": "Pushing [something] onto [something]",
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+ "97": "Pushing [something] so it spins",
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+ "98": "Pushing [something] so that it almost falls off but doesn't",
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+ "99": "Pushing [something] so that it falls off the table",
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+ "100": "Pushing [something] so that it slightly moves",
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+ "101": "Pushing [something] with [something]",
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+ "102": "Putting [number of] [something] onto [something]",
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+ "103": "Putting [something] and [something] on the table",
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+ "104": "Putting [something] behind [something]",
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+ "105": "Putting [something] in front of [something]",
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+ "106": "Putting [something] into [something]",
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+ "108": "Putting [something] on a flat surface without letting it roll",
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+ "109": "Putting [something] on a surface",
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+ "110": "Putting [something] on the edge of [something] so it is not supported and falls down",
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+ "111": "Putting [something] onto a slanted surface but it doesn't glide down",
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+ "112": "Putting [something] onto [something]",
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+ "113": "Putting [something] onto [something else that cannot support it] so it falls down",
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+ "114": "Putting [something similar to other things that are already on the table]",
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+ "115": "Putting [something] that can't roll onto a slanted surface, so it slides down",
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+ "116": "Putting [something] that can't roll onto a slanted surface, so it stays where it is",
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+ "117": "Putting [something that cannot actually stand upright] upright on the table, so it falls on its side",
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+ "118": "Putting [something] underneath [something]",
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+ "119": "Putting [something] upright on the table",
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+ "120": "Putting [something], [something] and [something] on the table",
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+ "121": "Removing [something], revealing [something] behind",
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+ "122": "Rolling [something] on a flat surface",
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+ "123": "Scooping [something] up with [something]",
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+ "124": "Showing a photo of [something] to the camera",
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+ "125": "Showing [something] behind [something]",
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+ "126": "Showing [something] next to [something]",
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+ "127": "Showing [something] on top of [something]",
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+ "128": "Showing [something] to the camera",
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+ "129": "Showing that [something] is empty",
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+ "130": "Showing that [something] is inside [something]",
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+ "131": "[Something] being deflected from [something]",
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+ "132": "[Something] colliding with [something] and both are being deflected",
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+ "133": "[Something] colliding with [something] and both come to a halt",
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+ "134": "[Something] falling like a feather or paper",
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+ "135": "[Something] falling like a rock",
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+ "136": "Spilling [something] behind [something]",
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+ "137": "Spilling [something] next to [something]",
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+ "138": "Spilling [something] onto [something]",
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+ "139": "Spinning [something] so it continues spinning",
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+ "140": "Spinning [something] that quickly stops spinning",
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+ "141": "Spreading [something] onto [something]",
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+ "142": "Sprinkling [something] onto [something]",
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+ "143": "Squeezing [something]",
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+ "144": "Stacking [number of] [something]",
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+ "145": "Stuffing [something] into [something]",
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+ "146": "Taking [one of many similar things on the table]",
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+ "147": "Taking [something] from [somewhere]",
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+ "148": "Taking [something] out of [something]",
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+ "149": "Tearing [something] into two pieces",
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+ "150": "Tearing [something] just a little bit",
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+ "151": "Throwing [something]",
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+ "152": "Throwing [something] against [something]",
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+ "153": "Throwing [something] in the air and catching it",
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+ "154": "Throwing [something] in the air and letting it fall",
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+ "155": "Throwing [something] onto a surface",
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+ "156": "Tilting [something] with [something] on it slightly so it doesn't fall down",
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+ "157": "Tilting [something] with [something] on it until it falls off",
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+ "158": "Tipping [something] over",
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+ "159": "Tipping [something] with [something in it] over, so [something in it] falls out",
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+ "160": "Touching (without moving) [part] of [something]",
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+ "161": "Trying but failing to attach [something] to [something] because it doesn't stick",
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+ "162": "Trying to bend [something unbendable] so nothing happens",
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+ "163": "Trying to pour [something] into [something], but missing so it spills next to it",
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+ "164": "Turning [something] upside down",
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+ "165": "Turning the camera downwards while filming [something]",
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+ "166": "Turning the camera left while filming [something]",
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+ "167": "Turning the camera right while filming [something]",
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+ "168": "Turning the camera upwards while filming [something]",
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+ "169": "Twisting (wringing) [something] wet until water comes out",
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+ "170": "Twisting [something]",
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+ "171": "Uncovering [something]",
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+ "172": "Unfolding [something]",
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+ "173": "Wiping [something] off of [something]"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "Approaching [something] with your camera": 0,
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+ "Attaching [something] to [something]": 1,
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+ "Bending [something] so that it deforms": 2,
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+ "Bending [something] until it breaks": 3,
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+ "Burying [something] in [something]": 4,
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+ "Closing [something]": 5,
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+ "Covering [something] with [something]": 6,
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+ "Digging [something] out of [something]": 7,
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+ "Dropping [something] behind [something]": 8,
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+ "Dropping [something] in front of [something]": 9,
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+ "Dropping [something] into [something]": 10,
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+ "Dropping [something] next to [something]": 11,
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+ "Dropping [something] onto [something]": 12,
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+ "Failing to put [something] into [something] because [something] does not fit": 13,
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+ "Folding [something]": 14,
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+ "Hitting [something] with [something]": 15,
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+ "Holding [something]": 16,
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+ "Holding [something] behind [something]": 17,
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+ "Holding [something] in front of [something]": 18,
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+ "Holding [something] next to [something]": 19,
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+ "Holding [something] over [something]": 20,
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+ "Laying [something] on the table on its side, not upright": 21,
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+ "Letting [something] roll along a flat surface": 22,
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+ "Letting [something] roll down a slanted surface": 23,
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+ "Letting [something] roll up a slanted surface, so it rolls back down": 24,
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+ "Lifting [something] up completely without letting it drop down": 27,
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+ "Lifting [something] up completely, then letting it drop down": 28,
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+ "Lifting [something] with [something] on it": 29,
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+ "Lifting a surface with [something] on it but not enough for it to slide down": 25,
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+ "Lifting a surface with [something] on it until it starts sliding down": 26,
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+ "Lifting up one end of [something] without letting it drop down": 30,
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+ "Lifting up one end of [something], then letting it drop down": 31,
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+ "Moving [part] of [something]": 33,
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+ "Moving [something] across a surface until it falls down": 34,
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+ "Moving [something] across a surface without it falling down": 35,
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+ "Moving [something] and [something] away from each other": 36,
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+ "Moving [something] and [something] closer to each other": 37,
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+ "Moving [something] and [something] so they collide with each other": 38,
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+ "Moving [something] and [something] so they pass each other": 39,
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+ "Moving [something] away from [something]": 40,
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+ "Moving [something] away from the camera": 41,
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+ "Moving [something] closer to [something]": 42,
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+ "Moving [something] down": 43,
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+ "Moving [something] towards the camera": 44,
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+ "Moving [something] up": 45,
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+ "Moving away from [something] with your camera": 32,
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+ "Opening [something]": 46,
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+ "Picking [something] up": 47,
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+ "Piling [something] up": 48,
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+ "Plugging [something] into [something]": 49,
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+ "Plugging [something] into [something] but pulling it right out as you remove your hand": 50,
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+ "Poking [something] so it slightly moves": 55,
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+ "Poking [something] so lightly that it doesn't or almost doesn't move": 56,
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+ "Poking [something] so that it falls over": 57,
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+ "Poking [something] so that it spins around": 58,
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+ "Poking a hole into [some substance]": 51,
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+ "Poking a hole into [something soft]": 52,
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+ "Poking a stack of [something] so the stack collapses": 53,
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+ "Poking a stack of [something] without the stack collapsing": 54,
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+ "Pouring [something] into [something]": 59,
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+ "Pouring [something] into [something] until it overflows": 60,
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+ "Pouring [something] onto [something]": 61,
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+ "Pouring [something] out of [something]": 62,
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+ "Pretending or failing to wipe [something] off of [something]": 63,
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+ "Pretending or trying and failing to twist [something]": 64,
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+ "Pretending to be tearing [something that is not tearable]": 65,
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+ "Pretending to close [something] without actually closing it": 66,
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+ "Pretending to open [something] without actually opening it": 67,
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+ "Pretending to pick [something] up": 68,
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+ "Pretending to poke [something]": 69,
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+ "Pretending to pour [something] out of [something], but [something] is empty": 70,
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+ "Pretending to put [something] behind [something]": 71,
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+ "Pretending to put [something] into [something]": 72,
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+ "Pretending to put [something] next to [something]": 73,
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+ "Pretending to put [something] on a surface": 74,
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+ "Pretending to put [something] onto [something]": 75,
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+ "Pretending to put [something] underneath [something]": 76,
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+ "Pretending to scoop [something] up with [something]": 77,
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+ "Pretending to spread air onto [something]": 78,
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+ "Pretending to sprinkle air onto [something]": 79,
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+ "Pretending to squeeze [something]": 80,
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+ "Pretending to take [something] from [somewhere]": 81,
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+ "Pretending to take [something] out of [something]": 82,
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+ "Pretending to throw [something]": 83,
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+ "Pretending to turn [something] upside down": 84,
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+ "Pulling [something] from behind of [something]": 85,
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+ "Pulling [something] from left to right": 86,
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+ "Pulling [something] from right to left": 87,
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+ "Pulling [something] onto [something]": 88,
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+ "Pulling [something] out of [something]": 89,
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+ "Pulling two ends of [something] but nothing happens": 90,
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+ "Pulling two ends of [something] so that it gets stretched": 91,
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+ "Pulling two ends of [something] so that it separates into two pieces": 92,
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+ "Pushing [something] from left to right": 93,
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+ "Pushing [something] from right to left": 94,
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+ "Pushing [something] off of [something]": 95,
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+ "Pushing [something] onto [something]": 96,
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+ "Pushing [something] so it spins": 97,
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+ "Pushing [something] so that it almost falls off but doesn't": 98,
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+ "Pushing [something] so that it falls off the table": 99,
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+ "Pushing [something] so that it slightly moves": 100,
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+ "Pushing [something] with [something]": 101,
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+ "Putting [number of] [something] onto [something]": 102,
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+ "Putting [something similar to other things that are already on the table]": 114,
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+ "Putting [something that cannot actually stand upright] upright on the table, so it falls on its side": 117,
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+ "Putting [something] and [something] on the table": 103,
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+ "Putting [something] behind [something]": 104,
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+ "Putting [something] in front of [something]": 105,
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+ "Putting [something] into [something]": 106,
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+ "Putting [something] next to [something]": 107,
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+ "Putting [something] on a flat surface without letting it roll": 108,
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+ "Putting [something] on a surface": 109,
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+ "Putting [something] on the edge of [something] so it is not supported and falls down": 110,
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+ "Putting [something] onto [something else that cannot support it] so it falls down": 113,
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+ "Putting [something] onto [something]": 112,
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+ "Putting [something] onto a slanted surface but it doesn't glide down": 111,
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+ "Putting [something] that can't roll onto a slanted surface, so it slides down": 115,
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+ "Putting [something] that can't roll onto a slanted surface, so it stays where it is": 116,
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+ "Putting [something] underneath [something]": 118,
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+ "Putting [something] upright on the table": 119,
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+ "Putting [something], [something] and [something] on the table": 120,
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+ "Removing [something], revealing [something] behind": 121,
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+ "Rolling [something] on a flat surface": 122,
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+ "Scooping [something] up with [something]": 123,
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+ "Showing [something] behind [something]": 125,
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+ "Showing [something] next to [something]": 126,
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+ "Showing [something] on top of [something]": 127,
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+ "Showing [something] to the camera": 128,
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+ "Showing a photo of [something] to the camera": 124,
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+ "Showing that [something] is empty": 129,
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+ "Showing that [something] is inside [something]": 130,
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+ "Spilling [something] behind [something]": 136,
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+ "Spilling [something] next to [something]": 137,
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+ "Spilling [something] onto [something]": 138,
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+ "Spinning [something] so it continues spinning": 139,
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+ "Spinning [something] that quickly stops spinning": 140,
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+ "Spreading [something] onto [something]": 141,
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+ "Sprinkling [something] onto [something]": 142,
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+ "Squeezing [something]": 143,
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+ "Stacking [number of] [something]": 144,
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+ "Stuffing [something] into [something]": 145,
332
+ "Taking [one of many similar things on the table]": 146,
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+ "Taking [something] from [somewhere]": 147,
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+ "Taking [something] out of [something]": 148,
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+ "Tearing [something] into two pieces": 149,
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+ "Tearing [something] just a little bit": 150,
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+ "Throwing [something]": 151,
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+ "Throwing [something] against [something]": 152,
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+ "Throwing [something] in the air and catching it": 153,
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+ "Throwing [something] in the air and letting it fall": 154,
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+ "Throwing [something] onto a surface": 155,
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+ "Tilting [something] with [something] on it slightly so it doesn't fall down": 156,
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+ "Tilting [something] with [something] on it until it falls off": 157,
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+ "Tipping [something] over": 158,
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+ "Tipping [something] with [something in it] over, so [something in it] falls out": 159,
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+ "Touching (without moving) [part] of [something]": 160,
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+ "Trying but failing to attach [something] to [something] because it doesn't stick": 161,
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+ "Trying to bend [something unbendable] so nothing happens": 162,
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+ "Trying to pour [something] into [something], but missing so it spills next to it": 163,
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+ "Turning [something] upside down": 164,
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+ "Turning the camera downwards while filming [something]": 165,
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+ "Turning the camera left while filming [something]": 166,
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+ "Turning the camera right while filming [something]": 167,
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+ "Turning the camera upwards while filming [something]": 168,
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+ "Twisting (wringing) [something] wet until water comes out": 169,
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+ "Twisting [something]": 170,
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+ "Uncovering [something]": 171,
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+ "Unfolding [something]": 172,
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+ "Wiping [something] off of [something]": 173,
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+ "[Something] being deflected from [something]": 131,
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+ "[Something] colliding with [something] and both are being deflected": 132,
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+ "[Something] colliding with [something] and both come to a halt": 133,
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+ "[Something] falling like a feather or paper": 134,
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+ "[Something] falling like a rock": 135
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+ },
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+ "layer_norm_eps": 1e-06,
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+ "model_type": "timesformer",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_frames": 8,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.26.0.dev0"
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+ }
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