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multimodal-perceiver

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PyTorch
perceiver
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nielsr HF staff commited on
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2196767
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1 Parent(s): 7233b05

Update model

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  1. config.json +1400 -1400
config.json CHANGED
@@ -10,1410 +10,1410 @@
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  "d_model": 704,
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  "hidden_act": "gelu",
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
+ "13": "arresting",
27
+ "14": "assembling bicycle",
28
+ "15": "assembling computer",
29
+ "16": "attending conference",
30
+ "17": "auctioning",
31
+ "18": "baby waking up",
32
+ "19": "backflip (human)",
33
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34
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35
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36
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37
+ "24": "base jumping",
38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
+ "47": "bottling",
61
+ "48": "bouncing ball (not juggling)",
62
+ "49": "bouncing on bouncy castle",
63
+ "50": "bouncing on trampoline",
64
+ "51": "bowling",
65
+ "52": "braiding hair",
66
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67
+ "54": "breakdancing",
68
+ "55": "breaking boards",
69
+ "56": "breaking glass",
70
+ "57": "breathing fire",
71
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72
+ "59": "brushing floor",
73
+ "60": "brushing hair",
74
+ "61": "brushing teeth",
75
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76
+ "63": "building lego",
77
+ "64": "building sandcastle",
78
+ "65": "building shed",
79
+ "66": "bulldozing",
80
+ "67": "bungee jumping",
81
+ "68": "burping",
82
+ "69": "busking",
83
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84
+ "71": "calligraphy",
85
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86
+ "73": "capoeira",
87
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88
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89
+ "76": "card throwing",
90
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91
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92
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93
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94
+ "81": "carving marble",
95
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96
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97
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98
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99
+ "86": "catching or throwing baseball",
100
+ "87": "catching or throwing frisbee",
101
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102
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103
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104
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105
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106
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107
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108
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109
+ "96": "cheerleading",
110
+ "97": "chewing gum",
111
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112
+ "99": "chiseling wood",
113
+ "100": "chopping meat",
114
+ "101": "chopping wood",
115
+ "102": "clam digging",
116
+ "103": "clapping",
117
+ "104": "clay pottery making",
118
+ "105": "clean and jerk",
119
+ "106": "cleaning gutters",
120
+ "107": "cleaning pool",
121
+ "108": "cleaning shoes",
122
+ "109": "cleaning toilet",
123
+ "110": "cleaning windows",
124
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125
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126
+ "113": "climbing tree",
127
+ "114": "closing door",
128
+ "115": "coloring in",
129
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130
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131
+ "118": "contorting",
132
+ "119": "cooking chicken",
133
+ "120": "cooking egg",
134
+ "121": "cooking on campfire",
135
+ "122": "cooking sausages (not on barbeque)",
136
+ "123": "cooking scallops",
137
+ "124": "cosplaying",
138
+ "125": "coughing",
139
+ "126": "counting money",
140
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141
+ "128": "cracking back",
142
+ "129": "cracking knuckles",
143
+ "130": "cracking neck",
144
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145
+ "132": "crocheting",
146
+ "133": "crossing eyes",
147
+ "134": "crossing river",
148
+ "135": "crying",
149
+ "136": "cumbia",
150
+ "137": "curling (sport)",
151
+ "138": "curling eyelashes",
152
+ "139": "curling hair",
153
+ "140": "cutting apple",
154
+ "141": "cutting cake",
155
+ "142": "cutting nails",
156
+ "143": "cutting orange",
157
+ "144": "cutting pineapple",
158
+ "145": "cutting watermelon",
159
+ "146": "dancing ballet",
160
+ "147": "dancing charleston",
161
+ "148": "dancing gangnam style",
162
+ "149": "dancing macarena",
163
+ "150": "deadlifting",
164
+ "151": "dealing cards",
165
+ "152": "decorating the christmas tree",
166
+ "153": "decoupage",
167
+ "154": "delivering mail",
168
+ "155": "digging",
169
+ "156": "dining",
170
+ "157": "directing traffic",
171
+ "158": "disc golfing",
172
+ "159": "diving cliff",
173
+ "160": "docking boat",
174
+ "161": "dodgeball",
175
+ "162": "doing aerobics",
176
+ "163": "doing jigsaw puzzle",
177
+ "164": "doing laundry",
178
+ "165": "doing nails",
179
+ "166": "doing sudoku",
180
+ "167": "drawing",
181
+ "168": "dribbling basketball",
182
+ "169": "drinking shots",
183
+ "170": "driving car",
184
+ "171": "driving tractor",
185
+ "172": "drooling",
186
+ "173": "drop kicking",
187
+ "174": "drumming fingers",
188
+ "175": "dumpster diving",
189
+ "176": "dunking basketball",
190
+ "177": "dyeing eyebrows",
191
+ "178": "dyeing hair",
192
+ "179": "eating burger",
193
+ "180": "eating cake",
194
+ "181": "eating carrots",
195
+ "182": "eating chips",
196
+ "183": "eating doughnuts",
197
+ "184": "eating hotdog",
198
+ "185": "eating ice cream",
199
+ "186": "eating nachos",
200
+ "187": "eating spaghetti",
201
+ "188": "eating watermelon",
202
+ "189": "egg hunting",
203
+ "190": "embroidering",
204
+ "191": "entering church",
205
+ "192": "exercising arm",
206
+ "193": "exercising with an exercise ball",
207
+ "194": "extinguishing fire",
208
+ "195": "faceplanting",
209
+ "196": "falling off bike",
210
+ "197": "falling off chair",
211
+ "198": "feeding birds",
212
+ "199": "feeding fish",
213
+ "200": "feeding goats",
214
+ "201": "fencing (sport)",
215
+ "202": "fidgeting",
216
+ "203": "filling cake",
217
+ "204": "filling eyebrows",
218
+ "205": "finger snapping",
219
+ "206": "fixing bicycle",
220
+ "207": "fixing hair",
221
+ "208": "flint knapping",
222
+ "209": "flipping bottle",
223
+ "210": "flipping pancake",
224
+ "211": "fly tying",
225
+ "212": "flying kite",
226
+ "213": "folding clothes",
227
+ "214": "folding napkins",
228
+ "215": "folding paper",
229
+ "216": "front raises",
230
+ "217": "frying vegetables",
231
+ "218": "gargling",
232
+ "219": "geocaching",
233
+ "220": "getting a haircut",
234
+ "221": "getting a piercing",
235
+ "222": "getting a tattoo",
236
+ "223": "giving or receiving award",
237
+ "224": "gold panning",
238
+ "225": "golf chipping",
239
+ "226": "golf driving",
240
+ "227": "golf putting",
241
+ "228": "gospel singing in church",
242
+ "229": "grinding meat",
243
+ "230": "grooming cat",
244
+ "231": "grooming dog",
245
+ "232": "grooming horse",
246
+ "233": "gymnastics tumbling",
247
+ "234": "hammer throw",
248
+ "235": "hand washing clothes",
249
+ "236": "head stand",
250
+ "237": "headbanging",
251
+ "238": "headbutting",
252
+ "239": "helmet diving",
253
+ "240": "herding cattle",
254
+ "241": "high fiving",
255
+ "242": "high jump",
256
+ "243": "high kick",
257
+ "244": "historical reenactment",
258
+ "245": "hitting baseball",
259
+ "246": "hockey stop",
260
+ "247": "holding snake",
261
+ "248": "home roasting coffee",
262
+ "249": "hopscotch",
263
+ "250": "hoverboarding",
264
+ "251": "huddling",
265
+ "252": "hugging (not baby)",
266
+ "253": "hugging baby",
267
+ "254": "hula hooping",
268
+ "255": "hurdling",
269
+ "256": "hurling (sport)",
270
+ "257": "ice climbing",
271
+ "258": "ice fishing",
272
+ "259": "ice skating",
273
+ "260": "ice swimming",
274
+ "261": "inflating balloons",
275
+ "262": "installing carpet",
276
+ "263": "ironing",
277
+ "264": "ironing hair",
278
+ "265": "javelin throw",
279
+ "266": "jaywalking",
280
+ "267": "jetskiing",
281
+ "268": "jogging",
282
+ "269": "juggling balls",
283
+ "270": "juggling fire",
284
+ "271": "juggling soccer ball",
285
+ "272": "jumping bicycle",
286
+ "273": "jumping into pool",
287
+ "274": "jumping jacks",
288
+ "275": "jumping sofa",
289
+ "276": "jumpstyle dancing",
290
+ "277": "karaoke",
291
+ "278": "kicking field goal",
292
+ "279": "kicking soccer ball",
293
+ "280": "kissing",
294
+ "281": "kitesurfing",
295
+ "282": "knitting",
296
+ "283": "krumping",
297
+ "284": "land sailing",
298
+ "285": "laughing",
299
+ "286": "lawn mower racing",
300
+ "287": "laying bricks",
301
+ "288": "laying concrete",
302
+ "289": "laying decking",
303
+ "290": "laying stone",
304
+ "291": "laying tiles",
305
+ "292": "leatherworking",
306
+ "293": "letting go of balloon",
307
+ "294": "licking",
308
+ "295": "lifting hat",
309
+ "296": "lighting candle",
310
+ "297": "lighting fire",
311
+ "298": "listening with headphones",
312
+ "299": "lock picking",
313
+ "300": "long jump",
314
+ "301": "longboarding",
315
+ "302": "looking at phone",
316
+ "303": "looking in mirror",
317
+ "304": "luge",
318
+ "305": "lunge",
319
+ "306": "making a cake",
320
+ "307": "making a sandwich",
321
+ "308": "making balloon shapes",
322
+ "309": "making bubbles",
323
+ "310": "making cheese",
324
+ "311": "making horseshoes",
325
+ "312": "making jewelry",
326
+ "313": "making latte art",
327
+ "314": "making paper aeroplanes",
328
+ "315": "making pizza",
329
+ "316": "making slime",
330
+ "317": "making snowman",
331
+ "318": "making sushi",
332
+ "319": "making tea",
333
+ "320": "making the bed",
334
+ "321": "marching",
335
+ "322": "marriage proposal",
336
+ "323": "massaging back",
337
+ "324": "massaging feet",
338
+ "325": "massaging legs",
339
+ "326": "massaging neck",
340
+ "327": "massaging person's head",
341
+ "328": "metal detecting",
342
+ "329": "milking cow",
343
+ "330": "milking goat",
344
+ "331": "mixing colours",
345
+ "332": "moon walking",
346
+ "333": "mopping floor",
347
+ "334": "mosh pit dancing",
348
+ "335": "motorcycling",
349
+ "336": "mountain climber (exercise)",
350
+ "337": "moving baby",
351
+ "338": "moving child",
352
+ "339": "moving furniture",
353
+ "340": "mowing lawn",
354
+ "341": "mushroom foraging",
355
+ "342": "needle felting",
356
+ "343": "news anchoring",
357
+ "344": "opening bottle (not wine)",
358
+ "345": "opening coconuts",
359
+ "346": "opening door",
360
+ "347": "opening present",
361
+ "348": "opening refrigerator",
362
+ "349": "opening wine bottle",
363
+ "350": "packing",
364
+ "351": "paragliding",
365
+ "352": "parasailing",
366
+ "353": "parkour",
367
+ "354": "passing American football (in game)",
368
+ "355": "passing American football (not in game)",
369
+ "356": "passing soccer ball",
370
+ "357": "peeling apples",
371
+ "358": "peeling banana",
372
+ "359": "peeling potatoes",
373
+ "360": "person collecting garbage",
374
+ "361": "petting animal (not cat)",
375
+ "362": "petting cat",
376
+ "363": "petting horse",
377
+ "364": "photobombing",
378
+ "365": "photocopying",
379
+ "366": "picking apples",
380
+ "367": "picking blueberries",
381
+ "368": "pillow fight",
382
+ "369": "pinching",
383
+ "370": "pirouetting",
384
+ "371": "planing wood",
385
+ "372": "planting trees",
386
+ "373": "plastering",
387
+ "374": "playing accordion",
388
+ "375": "playing american football",
389
+ "376": "playing badminton",
390
+ "377": "playing bagpipes",
391
+ "378": "playing basketball",
392
+ "379": "playing bass guitar",
393
+ "380": "playing beer pong",
394
+ "381": "playing billiards",
395
+ "382": "playing blackjack",
396
+ "383": "playing cards",
397
+ "384": "playing cello",
398
+ "385": "playing checkers",
399
+ "386": "playing chess",
400
+ "387": "playing clarinet",
401
+ "388": "playing controller",
402
+ "389": "playing cricket",
403
+ "390": "playing cymbals",
404
+ "391": "playing darts",
405
+ "392": "playing didgeridoo",
406
+ "393": "playing dominoes",
407
+ "394": "playing drums",
408
+ "395": "playing field hockey",
409
+ "396": "playing flute",
410
+ "397": "playing gong",
411
+ "398": "playing guitar",
412
+ "399": "playing hand clapping games",
413
+ "400": "playing harmonica",
414
+ "401": "playing harp",
415
+ "402": "playing ice hockey",
416
+ "403": "playing keyboard",
417
+ "404": "playing kickball",
418
+ "405": "playing laser tag",
419
+ "406": "playing lute",
420
+ "407": "playing mahjong",
421
+ "408": "playing maracas",
422
+ "409": "playing marbles",
423
+ "410": "playing monopoly",
424
+ "411": "playing netball",
425
+ "412": "playing nose flute",
426
+ "413": "playing oboe",
427
+ "414": "playing ocarina",
428
+ "415": "playing organ",
429
+ "416": "playing paintball",
430
+ "417": "playing pan pipes",
431
+ "418": "playing piano",
432
+ "419": "playing piccolo",
433
+ "420": "playing pinball",
434
+ "421": "playing ping pong",
435
+ "422": "playing poker",
436
+ "423": "playing polo",
437
+ "424": "playing recorder",
438
+ "425": "playing road hockey",
439
+ "426": "playing rounders",
440
+ "427": "playing rubiks cube",
441
+ "428": "playing saxophone",
442
+ "429": "playing scrabble",
443
+ "430": "playing shuffleboard",
444
+ "431": "playing slot machine",
445
+ "432": "playing squash or racquetball",
446
+ "433": "playing tennis",
447
+ "434": "playing trombone",
448
+ "435": "playing trumpet",
449
+ "436": "playing ukulele",
450
+ "437": "playing violin",
451
+ "438": "playing volleyball",
452
+ "439": "playing with trains",
453
+ "440": "playing xylophone",
454
+ "441": "poaching eggs",
455
+ "442": "poking bellybutton",
456
+ "443": "pole vault",
457
+ "444": "polishing furniture",
458
+ "445": "polishing metal",
459
+ "446": "popping balloons",
460
+ "447": "pouring beer",
461
+ "448": "pouring milk",
462
+ "449": "pouring wine",
463
+ "450": "preparing salad",
464
+ "451": "presenting weather forecast",
465
+ "452": "pretending to be a statue",
466
+ "453": "pull ups",
467
+ "454": "pulling espresso shot",
468
+ "455": "pulling rope (game)",
469
+ "456": "pumping fist",
470
+ "457": "pumping gas",
471
+ "458": "punching bag",
472
+ "459": "punching person (boxing)",
473
+ "460": "push up",
474
+ "461": "pushing car",
475
+ "462": "pushing cart",
476
+ "463": "pushing wheelbarrow",
477
+ "464": "pushing wheelchair",
478
+ "465": "putting in contact lenses",
479
+ "466": "putting on eyeliner",
480
+ "467": "putting on foundation",
481
+ "468": "putting on lipstick",
482
+ "469": "putting on mascara",
483
+ "470": "putting on sari",
484
+ "471": "putting on shoes",
485
+ "472": "putting wallpaper on wall",
486
+ "473": "raising eyebrows",
487
+ "474": "reading book",
488
+ "475": "reading newspaper",
489
+ "476": "recording music",
490
+ "477": "repairing puncture",
491
+ "478": "riding a bike",
492
+ "479": "riding camel",
493
+ "480": "riding elephant",
494
+ "481": "riding mechanical bull",
495
+ "482": "riding mule",
496
+ "483": "riding or walking with horse",
497
+ "484": "riding scooter",
498
+ "485": "riding snow blower",
499
+ "486": "riding unicycle",
500
+ "487": "ripping paper",
501
+ "488": "roasting marshmallows",
502
+ "489": "roasting pig",
503
+ "490": "robot dancing",
504
+ "491": "rock climbing",
505
+ "492": "rock scissors paper",
506
+ "493": "roller skating",
507
+ "494": "rolling eyes",
508
+ "495": "rolling pastry",
509
+ "496": "rope pushdown",
510
+ "497": "running on treadmill",
511
+ "498": "sailing",
512
+ "499": "salsa dancing",
513
+ "500": "saluting",
514
+ "501": "sanding floor",
515
+ "502": "sanding wood",
516
+ "503": "sausage making",
517
+ "504": "sawing wood",
518
+ "505": "scrambling eggs",
519
+ "506": "scrapbooking",
520
+ "507": "scrubbing face",
521
+ "508": "scuba diving",
522
+ "509": "seasoning food",
523
+ "510": "separating eggs",
524
+ "511": "setting table",
525
+ "512": "sewing",
526
+ "513": "shaking hands",
527
+ "514": "shaking head",
528
+ "515": "shaping bread dough",
529
+ "516": "sharpening knives",
530
+ "517": "sharpening pencil",
531
+ "518": "shaving head",
532
+ "519": "shaving legs",
533
+ "520": "shearing sheep",
534
+ "521": "shining flashlight",
535
+ "522": "shining shoes",
536
+ "523": "shoot dance",
537
+ "524": "shooting basketball",
538
+ "525": "shooting goal (soccer)",
539
+ "526": "shooting off fireworks",
540
+ "527": "shopping",
541
+ "528": "shot put",
542
+ "529": "shouting",
543
+ "530": "shoveling snow",
544
+ "531": "shredding paper",
545
+ "532": "shucking oysters",
546
+ "533": "shuffling cards",
547
+ "534": "shuffling feet",
548
+ "535": "side kick",
549
+ "536": "sieving",
550
+ "537": "sign language interpreting",
551
+ "538": "silent disco",
552
+ "539": "singing",
553
+ "540": "sipping cup",
554
+ "541": "situp",
555
+ "542": "skateboarding",
556
+ "543": "ski ballet",
557
+ "544": "ski jumping",
558
+ "545": "skiing crosscountry",
559
+ "546": "skiing mono",
560
+ "547": "skiing slalom",
561
+ "548": "skipping rope",
562
+ "549": "skipping stone",
563
+ "550": "skydiving",
564
+ "551": "slacklining",
565
+ "552": "slapping",
566
+ "553": "sled dog racing",
567
+ "554": "sleeping",
568
+ "555": "slicing onion",
569
+ "556": "smashing",
570
+ "557": "smelling feet",
571
+ "558": "smoking",
572
+ "559": "smoking hookah",
573
+ "560": "smoking pipe",
574
+ "561": "snatch weight lifting",
575
+ "562": "sneezing",
576
+ "563": "snorkeling",
577
+ "564": "snowboarding",
578
+ "565": "snowkiting",
579
+ "566": "snowmobiling",
580
+ "567": "somersaulting",
581
+ "568": "spelunking",
582
+ "569": "spinning plates",
583
+ "570": "spinning poi",
584
+ "571": "splashing water",
585
+ "572": "spray painting",
586
+ "573": "spraying",
587
+ "574": "springboard diving",
588
+ "575": "square dancing",
589
+ "576": "squat",
590
+ "577": "squeezing orange",
591
+ "578": "stacking cups",
592
+ "579": "stacking dice",
593
+ "580": "standing on hands",
594
+ "581": "staring",
595
+ "582": "steer roping",
596
+ "583": "steering car",
597
+ "584": "sticking tongue out",
598
+ "585": "stomping grapes",
599
+ "586": "stretching arm",
600
+ "587": "stretching leg",
601
+ "588": "sucking lolly",
602
+ "589": "surfing crowd",
603
+ "590": "surfing water",
604
+ "591": "surveying",
605
+ "592": "sweeping floor",
606
+ "593": "swimming backstroke",
607
+ "594": "swimming breast stroke",
608
+ "595": "swimming butterfly stroke",
609
+ "596": "swimming front crawl",
610
+ "597": "swimming with dolphins",
611
+ "598": "swimming with sharks",
612
+ "599": "swing dancing",
613
+ "600": "swinging baseball bat",
614
+ "601": "swinging on something",
615
+ "602": "sword fighting",
616
+ "603": "sword swallowing",
617
+ "604": "tackling",
618
+ "605": "tagging graffiti",
619
+ "606": "tai chi",
620
+ "607": "taking photo",
621
+ "608": "talking on cell phone",
622
+ "609": "tango dancing",
623
+ "610": "tap dancing",
624
+ "611": "tapping guitar",
625
+ "612": "tapping pen",
626
+ "613": "tasting beer",
627
+ "614": "tasting food",
628
+ "615": "tasting wine",
629
+ "616": "testifying",
630
+ "617": "texting",
631
+ "618": "threading needle",
632
+ "619": "throwing axe",
633
+ "620": "throwing ball (not baseball or American football)",
634
+ "621": "throwing discus",
635
+ "622": "throwing knife",
636
+ "623": "throwing snowballs",
637
+ "624": "throwing tantrum",
638
+ "625": "throwing water balloon",
639
+ "626": "tickling",
640
+ "627": "tie dying",
641
+ "628": "tightrope walking",
642
+ "629": "tiptoeing",
643
+ "630": "tobogganing",
644
+ "631": "tossing coin",
645
+ "632": "tossing salad",
646
+ "633": "training dog",
647
+ "634": "trapezing",
648
+ "635": "treating wood",
649
+ "636": "trimming or shaving beard",
650
+ "637": "trimming shrubs",
651
+ "638": "trimming trees",
652
+ "639": "triple jump",
653
+ "640": "twiddling fingers",
654
+ "641": "tying bow tie",
655
+ "642": "tying knot (not on a tie)",
656
+ "643": "tying necktie",
657
+ "644": "tying shoe laces",
658
+ "645": "unboxing",
659
+ "646": "uncorking champagne",
660
+ "647": "unloading truck",
661
+ "648": "using a microscope",
662
+ "649": "using a paint roller",
663
+ "650": "using a power drill",
664
+ "651": "using a sledge hammer",
665
+ "652": "using a wrench",
666
+ "653": "using atm",
667
+ "654": "using bagging machine",
668
+ "655": "using circular saw",
669
+ "656": "using inhaler",
670
+ "657": "using megaphone",
671
+ "658": "using puppets",
672
+ "659": "using remote controller (not gaming)",
673
+ "660": "using segway",
674
+ "661": "vacuuming car",
675
+ "662": "vacuuming floor",
676
+ "663": "visiting the zoo",
677
+ "664": "wading through mud",
678
+ "665": "wading through water",
679
+ "666": "waiting in line",
680
+ "667": "waking up",
681
+ "668": "walking on stilts",
682
+ "669": "walking the dog",
683
+ "670": "walking through snow",
684
+ "671": "walking with crutches",
685
+ "672": "washing dishes",
686
+ "673": "washing feet",
687
+ "674": "washing hair",
688
+ "675": "washing hands",
689
+ "676": "watching tv",
690
+ "677": "water skiing",
691
+ "678": "water sliding",
692
+ "679": "watering plants",
693
+ "680": "waving hand",
694
+ "681": "waxing armpits",
695
+ "682": "waxing back",
696
+ "683": "waxing chest",
697
+ "684": "waxing eyebrows",
698
+ "685": "waxing legs",
699
+ "686": "weaving basket",
700
+ "687": "weaving fabric",
701
+ "688": "welding",
702
+ "689": "whistling",
703
+ "690": "windsurfing",
704
+ "691": "winking",
705
+ "692": "wood burning (art)",
706
+ "693": "wrapping present",
707
+ "694": "wrestling",
708
+ "695": "writing",
709
+ "696": "yarn spinning",
710
+ "697": "yawning",
711
+ "698": "yoga",
712
+ "699": "zumba"
713
  },
714
  "image_size": 56,
715
  "initializer_range": 0.02,
716
  "label2id": {
717
+ "abseiling": 0,
718
+ "acting in play": 1,
719
+ "adjusting glasses": 2,
720
+ "air drumming": 3,
721
+ "alligator wrestling": 4,
722
+ "answering questions": 5,
723
+ "applauding": 6,
724
+ "applying cream": 7,
725
+ "archaeological excavation": 8,
726
+ "archery": 9,
727
+ "arguing": 10,
728
+ "arm wrestling": 11,
729
+ "arranging flowers": 12,
730
+ "arresting": 13,
731
+ "assembling bicycle": 14,
732
+ "assembling computer": 15,
733
+ "attending conference": 16,
734
+ "auctioning": 17,
735
+ "baby waking up": 18,
736
+ "backflip (human)": 19,
737
+ "baking cookies": 20,
738
+ "bandaging": 21,
739
+ "barbequing": 22,
740
+ "bartending": 23,
741
+ "base jumping": 24,
742
+ "bathing dog": 25,
743
+ "battle rope training": 26,
744
+ "beatboxing": 27,
745
+ "bee keeping": 28,
746
+ "being excited": 29,
747
+ "being in zero gravity": 30,
748
+ "belly dancing": 31,
749
+ "bench pressing": 32,
750
+ "bending back": 33,
751
+ "bending metal": 34,
752
+ "biking through snow": 35,
753
+ "blasting sand": 36,
754
+ "blending fruit": 37,
755
+ "blowdrying hair": 38,
756
+ "blowing bubble gum": 39,
757
+ "blowing glass": 40,
758
+ "blowing leaves": 41,
759
+ "blowing nose": 42,
760
+ "blowing out candles": 43,
761
+ "bobsledding": 44,
762
+ "bodysurfing": 45,
763
+ "bookbinding": 46,
764
+ "bottling": 47,
765
+ "bouncing ball (not juggling)": 48,
766
+ "bouncing on bouncy castle": 49,
767
+ "bouncing on trampoline": 50,
768
+ "bowling": 51,
769
+ "braiding hair": 52,
770
+ "breading or breadcrumbing": 53,
771
+ "breakdancing": 54,
772
+ "breaking boards": 55,
773
+ "breaking glass": 56,
774
+ "breathing fire": 57,
775
+ "brush painting": 58,
776
+ "brushing floor": 59,
777
+ "brushing hair": 60,
778
+ "brushing teeth": 61,
779
+ "building cabinet": 62,
780
+ "building lego": 63,
781
+ "building sandcastle": 64,
782
+ "building shed": 65,
783
+ "bulldozing": 66,
784
+ "bungee jumping": 67,
785
+ "burping": 68,
786
+ "busking": 69,
787
+ "calculating": 70,
788
+ "calligraphy": 71,
789
+ "canoeing or kayaking": 72,
790
+ "capoeira": 73,
791
+ "capsizing": 74,
792
+ "card stacking": 75,
793
+ "card throwing": 76,
794
+ "carrying baby": 77,
795
+ "carrying weight": 78,
796
+ "cartwheeling": 79,
797
+ "carving ice": 80,
798
+ "carving marble": 81,
799
+ "carving pumpkin": 82,
800
+ "carving wood with a knife": 83,
801
+ "casting fishing line": 84,
802
+ "catching fish": 85,
803
+ "catching or throwing baseball": 86,
804
+ "catching or throwing frisbee": 87,
805
+ "catching or throwing softball": 88,
806
+ "celebrating": 89,
807
+ "changing gear in car": 90,
808
+ "changing oil": 91,
809
+ "changing wheel (not on bike)": 92,
810
+ "chasing": 93,
811
+ "checking tires": 94,
812
+ "checking watch": 95,
813
+ "cheerleading": 96,
814
+ "chewing gum": 97,
815
+ "chiseling stone": 98,
816
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817
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818
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819
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820
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821
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822
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823
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824
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825
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826
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827
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828
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829
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830
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831
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832
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833
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834
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835
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836
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837
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838
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839
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840
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841
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842
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843
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844
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845
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846
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847
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848
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849
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850
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851
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852
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853
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854
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855
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856
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857
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858
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859
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860
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861
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862
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863
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864
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865
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866
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867
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868
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869
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870
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871
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872
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873
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874
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875
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876
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877
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878
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879
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880
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881
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882
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883
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884
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885
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886
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887
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888
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889
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890
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891
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892
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893
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894
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895
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896
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897
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898
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899
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900
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901
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902
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903
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904
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905
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906
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907
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908
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909
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910
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911
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912
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913
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914
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915
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916
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917
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918
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919
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920
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921
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922
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923
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924
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925
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926
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927
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928
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929
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930
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931
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932
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933
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934
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935
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936
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937
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938
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939
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940
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941
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942
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943
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944
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945
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946
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947
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948
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949
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950
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951
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952
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953
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954
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955
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956
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957
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958
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959
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960
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961
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962
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963
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964
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965
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966
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967
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968
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969
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970
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971
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972
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973
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974
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975
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976
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977
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978
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979
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980
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981
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982
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983
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984
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985
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986
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987
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988
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989
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990
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991
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992
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993
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994
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995
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996
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997
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998
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999
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1000
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1001
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1002
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1003
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1004
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1005
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1006
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1007
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1008
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1009
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1010
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1011
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1012
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1013
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1014
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1015
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1016
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1017
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1018
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1019
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1020
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1021
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1022
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1023
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1024
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1025
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1026
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1027
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1028
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1029
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1030
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1031
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1032
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1033
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1034
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1035
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1036
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1037
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1038
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1039
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1040
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1041
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1042
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1043
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1044
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1045
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1046
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1047
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1048
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1049
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1050
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1051
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1052
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1053
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1054
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1055
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1056
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1057
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1058
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1059
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1060
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1061
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1062
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1063
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1064
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1065
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1066
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1067
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1068
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1069
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1070
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1071
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1072
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1073
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1074
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1075
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1076
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1077
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1078
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1079
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1080
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1081
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1082
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1083
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1084
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1085
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1086
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1087
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1088
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1089
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1090
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1091
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1092
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1093
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1094
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1095
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1096
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1097
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1098
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1099
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1100
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1101
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1102
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1103
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1104
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1105
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1106
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1107
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1108
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1109
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1110
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1111
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1112
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1113
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1114
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1115
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1116
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1117
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1118
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1119
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1120
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1121
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1122
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1123
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1124
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1125
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1126
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1127
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1128
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1129
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1130
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1131
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1132
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1133
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1134
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1135
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1136
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1137
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1138
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1139
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1140
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1141
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1142
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1143
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1144
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1145
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1146
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1147
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1148
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1149
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1150
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1151
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1152
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1153
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1154
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1155
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1156
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1157
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1158
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1159
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1160
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1161
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1162
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1163
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1164
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1165
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1166
+ "pouring wine": 449,
1167
+ "preparing salad": 450,
1168
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1169
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1170
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1171
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1172
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1173
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1174
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1175
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1176
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1177
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1178
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1179
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1180
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1181
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1182
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1183
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1184
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1185
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1186
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1187
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1188
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1189
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1190
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1191
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1192
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1193
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1194
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1195
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1196
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1197
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1198
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1199
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1200
+ "riding or walking with horse": 483,
1201
+ "riding scooter": 484,
1202
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1203
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1204
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1205
+ "roasting marshmallows": 488,
1206
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1207
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1208
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1209
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1210
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1211
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1212
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1213
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1214
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1215
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1216
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1217
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1218
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1219
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1220
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1221
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1222
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1223
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1224
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1225
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1226
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1227
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1228
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1229
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1230
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1231
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1232
+ "shaping bread dough": 515,
1233
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1234
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1235
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1236
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1237
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1238
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1239
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1240
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1241
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1242
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1243
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1244
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1245
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1246
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1247
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1248
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1249
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1250
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1251
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1252
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1253
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1254
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1255
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1256
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1257
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1258
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1259
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1260
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1261
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1262
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1263
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1264
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1265
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1266
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1267
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1268
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1269
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1270
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1271
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1272
+ "slicing onion": 555,
1273
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1274
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1275
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1276
+ "smoking hookah": 559,
1277
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1278
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1279
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1280
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1281
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1282
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1283
+ "snowmobiling": 566,
1284
+ "somersaulting": 567,
1285
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1286
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1287
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1288
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1289
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1290
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1291
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1292
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1293
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1294
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1295
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1296
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1297
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1298
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1299
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1300
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1301
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1302
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1303
+ "stretching arm": 586,
1304
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1305
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1306
+ "surfing crowd": 589,
1307
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1308
+ "surveying": 591,
1309
+ "sweeping floor": 592,
1310
+ "swimming backstroke": 593,
1311
+ "swimming breast stroke": 594,
1312
+ "swimming butterfly stroke": 595,
1313
+ "swimming front crawl": 596,
1314
+ "swimming with dolphins": 597,
1315
+ "swimming with sharks": 598,
1316
+ "swing dancing": 599,
1317
+ "swinging baseball bat": 600,
1318
+ "swinging on something": 601,
1319
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1320
+ "sword swallowing": 603,
1321
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1322
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1323
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1324
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1325
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1326
+ "tango dancing": 609,
1327
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1328
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1329
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1330
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1331
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1332
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1333
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1334
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1335
+ "threading needle": 618,
1336
+ "throwing axe": 619,
1337
+ "throwing ball (not baseball or American football)": 620,
1338
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1339
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1340
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1341
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1342
+ "throwing water balloon": 625,
1343
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1344
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1345
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1346
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1347
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1348
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1349
+ "tossing salad": 632,
1350
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1351
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1352
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1353
+ "trimming or shaving beard": 636,
1354
+ "trimming shrubs": 637,
1355
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1356
+ "triple jump": 639,
1357
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1358
+ "tying bow tie": 641,
1359
+ "tying knot (not on a tie)": 642,
1360
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1361
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1362
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1363
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1364
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1365
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1366
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1367
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1368
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1369
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1370
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1371
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1372
+ "using circular saw": 655,
1373
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1374
+ "using megaphone": 657,
1375
+ "using puppets": 658,
1376
+ "using remote controller (not gaming)": 659,
1377
+ "using segway": 660,
1378
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1379
+ "vacuuming floor": 662,
1380
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1381
+ "wading through mud": 664,
1382
+ "wading through water": 665,
1383
+ "waiting in line": 666,
1384
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1385
+ "walking on stilts": 668,
1386
+ "walking the dog": 669,
1387
+ "walking through snow": 670,
1388
+ "walking with crutches": 671,
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