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1 Parent(s): c7275b8

Training in progress, epoch 1

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+ "2": "Allen's Hummingbird",
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+ "19": "Anna's Hummingbird",
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+ "20": "Ash-throated Flycatcher",
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+ "21": "Bald Eagle",
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+ "22": "Baltimore Oriole",
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+ "23": "Band-tailed Pigeon",
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+ "26": "Barn Swallow",
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+ "27": "Barred Owl",
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+ "28": "Barrow's Goldeneye",
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+ "29": "Bay-breasted Warbler",
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+ "30": "Bell's Vireo",
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+ "31": "Belted Kingfisher",
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+ "32": "Bewick's Wren",
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+ "33": "Black Guillemot",
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+ "34": "Black Oystercatcher",
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+ "35": "Black Phoebe",
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+ "36": "Black Rosy-Finch",
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+ "37": "Black Scoter",
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+ "38": "Black Skimmer",
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+ "39": "Black Tern",
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+ "40": "Black Turnstone",
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+ "41": "Black Vulture",
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+ "42": "Black-and-white Warbler",
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+ "43": "Black-bellied Plover",
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+ "44": "Black-bellied Whistling-Duck",
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+ "45": "Black-billed Cuckoo",
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+ "46": "Black-billed Magpie",
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+ "47": "Black-capped Chickadee",
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+ "48": "Black-chinned Hummingbird",
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+ "49": "Black-crested Titmouse",
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+ "50": "Black-crowned Night-Heron",
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+ "51": "Black-headed Grosbeak",
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+ "52": "Black-legged Kittiwake",
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+ "53": "Black-necked Stilt",
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+ "54": "Black-tailed Gnatcatcher",
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+ "55": "Black-throated Blue Warbler",
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+ "56": "Black-throated Gray Warbler",
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+ "57": "Black-throated Green Warbler",
78
+ "58": "Blackburnian Warbler",
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+ "59": "Blackpoll Warbler",
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+ "60": "Blue Grosbeak",
81
+ "61": "Blue Jay",
82
+ "62": "Blue-gray Gnatcatcher",
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+ "63": "Blue-headed Vireo",
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+ "64": "Blue-winged Teal",
85
+ "65": "Blue-winged Warbler",
86
+ "66": "Boat-tailed Grackle",
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+ "67": "Bobolink",
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+ "68": "Bohemian Waxwing",
89
+ "69": "Bonaparte's Gull",
90
+ "70": "Boreal Chickadee",
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+ "71": "Brandt's Cormorant",
92
+ "72": "Brant",
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+ "73": "Brewer's Blackbird",
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+ "74": "Brewer's Sparrow",
95
+ "75": "Bridled Titmouse",
96
+ "76": "Broad-billed Hummingbird",
97
+ "77": "Broad-tailed Hummingbird",
98
+ "78": "Broad-winged Hawk",
99
+ "79": "Bronzed Cowbird",
100
+ "80": "Brown Creeper",
101
+ "81": "Brown Pelican",
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+ "82": "Brown Thrasher",
103
+ "83": "Brown-capped Rosy-Finch",
104
+ "84": "Brown-headed Cowbird",
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+ "85": "Brown-headed Nuthatch",
106
+ "86": "Bufflehead",
107
+ "87": "Bullock's Oriole",
108
+ "88": "Burrowing Owl",
109
+ "89": "Bushtit",
110
+ "90": "Cackling Goose",
111
+ "91": "Cactus Wren",
112
+ "92": "California Gull",
113
+ "93": "California Quail",
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+ "94": "California Thrasher",
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+ "95": "California Towhee",
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+ "96": "Calliope Hummingbird",
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+ "97": "Canada Goose",
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+ "98": "Canada Warbler",
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+ "99": "Canvasback",
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+ "100": "Canyon Towhee",
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+ "101": "Canyon Wren",
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+ "102": "Cape May Warbler",
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+ "103": "Carolina Chickadee",
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+ "104": "Carolina Wren",
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+ "105": "Caspian Tern",
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+ "106": "Cassin's Finch",
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+ "107": "Cassin's Kingbird",
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+ "108": "Cassin's Vireo",
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+ "109": "Cattle Egret",
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+ "110": "Cave Swallow",
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+ "111": "Cedar Waxwing",
132
+ "112": "Chestnut-backed Chickadee",
133
+ "113": "Chestnut-sided Warbler",
134
+ "114": "Chihuahuan Raven",
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+ "115": "Chimney Swift",
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+ "116": "Chipping Sparrow",
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+ "117": "Cinnamon Teal",
138
+ "118": "Clark's Grebe",
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+ "119": "Clark's Nutcracker",
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+ "120": "Clay-colored Sparrow",
141
+ "121": "Cliff Swallow",
142
+ "122": "Common Eider",
143
+ "123": "Common Gallinule",
144
+ "124": "Common Goldeneye",
145
+ "125": "Common Grackle",
146
+ "126": "Common Ground-Dove",
147
+ "127": "Common Loon",
148
+ "128": "Common Merganser",
149
+ "129": "Common Nighthawk",
150
+ "130": "Common Raven",
151
+ "131": "Common Redpoll",
152
+ "132": "Common Tern",
153
+ "133": "Common Yellowthroat",
154
+ "134": "Cooper's Hawk",
155
+ "135": "Cordilleran Flycatcher",
156
+ "136": "Costa's Hummingbird",
157
+ "137": "Crested Caracara",
158
+ "138": "Curve-billed Thrasher",
159
+ "139": "Dark-eyed Junco",
160
+ "140": "Dickcissel",
161
+ "141": "Double-crested Cormorant",
162
+ "142": "Downy Woodpecker",
163
+ "143": "Dunlin",
164
+ "144": "Eared Grebe",
165
+ "145": "Eastern Bluebird",
166
+ "146": "Eastern Kingbird",
167
+ "147": "Eastern Meadowlark",
168
+ "148": "Eastern Phoebe",
169
+ "149": "Eastern Screech-Owl",
170
+ "150": "Eastern Towhee",
171
+ "151": "Eastern Wood-Pewee",
172
+ "152": "Eurasian Collared-Dove",
173
+ "153": "Eurasian Eagle-Owl",
174
+ "154": "European Starling",
175
+ "155": "Evening Grosbeak",
176
+ "156": "Field Sparrow",
177
+ "157": "Fish Crow",
178
+ "158": "Florida Scrub-Jay",
179
+ "159": "Forster's Tern",
180
+ "160": "Fox Sparrow",
181
+ "161": "Gadwall",
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+ "162": "Gambel's Quail",
183
+ "163": "Gila Woodpecker",
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+ "164": "Glaucous-winged Gull",
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+ "165": "Glossy Ibis",
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+ "166": "Golden Eagle",
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+ "167": "Golden-crowned Kinglet",
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+ "168": "Golden-crowned Sparrow",
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+ "169": "Golden-fronted Woodpecker",
190
+ "170": "Gray Catbird",
191
+ "171": "Gray Jay",
192
+ "172": "Gray-crowned Rosy-Finch",
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+ "173": "Great Black-backed Gull",
194
+ "174": "Great Blue Heron",
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+ "175": "Great Cormorant",
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+ "176": "Great Crested Flycatcher",
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+ "177": "Great Egret",
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+ "178": "Great Horned Owl",
199
+ "179": "Great-tailed Grackle",
200
+ "180": "Greater Roadrunner",
201
+ "181": "Greater Scaup",
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+ "182": "Greater White-fronted Goose",
203
+ "183": "Greater Yellowlegs",
204
+ "184": "Green Heron",
205
+ "185": "Green-tailed Towhee",
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+ "186": "Green-winged Teal",
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+ "187": "Hairy Woodpecker",
208
+ "188": "Harlequin Duck",
209
+ "189": "Harris's Hawk",
210
+ "190": "Harris's Sparrow",
211
+ "191": "Heermann's Gull",
212
+ "192": "Hermit Thrush",
213
+ "193": "Hermit Warbler",
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+ "194": "Herring Gull",
215
+ "195": "Hoary Redpoll",
216
+ "196": "Hooded Merganser",
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+ "197": "Hooded Oriole",
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+ "198": "Hooded Warbler",
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+ "199": "Horned Grebe",
220
+ "200": "Horned Lark",
221
+ "201": "House Finch",
222
+ "202": "House Sparrow",
223
+ "203": "House Wren",
224
+ "204": "Hutton's Vireo",
225
+ "205": "Inca Dove",
226
+ "206": "Indigo Bunting",
227
+ "207": "Juniper Titmouse",
228
+ "208": "Killdeer",
229
+ "209": "Ladder-backed Woodpecker",
230
+ "210": "Lark Bunting",
231
+ "211": "Lark Sparrow",
232
+ "212": "Laughing Gull",
233
+ "213": "Lazuli Bunting",
234
+ "214": "Least Flycatcher",
235
+ "215": "Least Sandpiper",
236
+ "216": "Lesser Goldfinch",
237
+ "217": "Lesser Scaup",
238
+ "218": "Lesser Yellowlegs",
239
+ "219": "Lincoln's Sparrow",
240
+ "220": "Little Blue Heron",
241
+ "221": "Loggerhead Shrike",
242
+ "222": "Long-billed Curlew",
243
+ "223": "Long-tailed Duck",
244
+ "224": "Louisiana Waterthrush",
245
+ "225": "MacGillivray's Warbler",
246
+ "226": "Magnolia Warbler",
247
+ "227": "Mallard",
248
+ "228": "Marbled Godwit",
249
+ "229": "Marsh Wren",
250
+ "230": "Merlin",
251
+ "231": "Mew Gull",
252
+ "232": "Mexican Jay",
253
+ "233": "Mississippi Kite",
254
+ "234": "Monk Parakeet",
255
+ "235": "Mottled Duck",
256
+ "236": "Mountain Bluebird",
257
+ "237": "Mountain Chickadee",
258
+ "238": "Mourning Dove",
259
+ "239": "Mourning Warbler",
260
+ "240": "Mute Swan",
261
+ "241": "Nashville Warbler",
262
+ "242": "Neotropic Cormorant",
263
+ "243": "Northern Bobwhite",
264
+ "244": "Northern Cardinal",
265
+ "245": "Northern Flicker",
266
+ "246": "Northern Gannet",
267
+ "247": "Northern Harrier",
268
+ "248": "Northern Mockingbird",
269
+ "249": "Northern Parula",
270
+ "250": "Northern Pintail",
271
+ "251": "Northern Pygmy-Owl",
272
+ "252": "Northern Rough-winged Swallow",
273
+ "253": "Northern Saw-whet Owl",
274
+ "254": "Northern Shoveler",
275
+ "255": "Northern Shrike",
276
+ "256": "Northern Waterthrush",
277
+ "257": "Northwestern Crow",
278
+ "258": "Nuttall's Woodpecker",
279
+ "259": "Oak Titmouse",
280
+ "260": "Orange-crowned Warbler",
281
+ "261": "Orchard Oriole",
282
+ "262": "Osprey",
283
+ "263": "Ovenbird",
284
+ "264": "Pacific Loon",
285
+ "265": "Pacific Wren",
286
+ "266": "Pacific-slope Flycatcher",
287
+ "267": "Painted Bunting",
288
+ "268": "Palm Warbler",
289
+ "269": "Pelagic Cormorant",
290
+ "270": "Peregrine Falcon",
291
+ "271": "Phainopepla",
292
+ "272": "Pied-billed Grebe",
293
+ "273": "Pigeon Guillemot",
294
+ "274": "Pileated Woodpecker",
295
+ "275": "Pine Grosbeak",
296
+ "276": "Pine Siskin",
297
+ "277": "Pine Warbler",
298
+ "278": "Plumbeous Vireo",
299
+ "279": "Prairie Falcon",
300
+ "280": "Prairie Warbler",
301
+ "281": "Prothonotary Warbler",
302
+ "282": "Purple Finch",
303
+ "283": "Purple Gallinule",
304
+ "284": "Purple Martin",
305
+ "285": "Pygmy Nuthatch",
306
+ "286": "Pyrrhuloxia",
307
+ "287": "Red Crossbill",
308
+ "288": "Red-bellied Woodpecker",
309
+ "289": "Red-breasted Merganser",
310
+ "290": "Red-breasted Nuthatch",
311
+ "291": "Red-breasted Sapsucker",
312
+ "292": "Red-eyed Vireo",
313
+ "293": "Red-headed Woodpecker",
314
+ "294": "Red-naped Sapsucker",
315
+ "295": "Red-necked Grebe",
316
+ "296": "Red-shouldered Hawk",
317
+ "297": "Red-tailed Hawk",
318
+ "298": "Red-throated Loon",
319
+ "299": "Red-winged Blackbird",
320
+ "300": "Reddish Egret",
321
+ "301": "Redhead",
322
+ "302": "Ring-billed Gull",
323
+ "303": "Ring-necked Duck",
324
+ "304": "Ring-necked Pheasant",
325
+ "305": "Rock Pigeon",
326
+ "306": "Rose-breasted Grosbeak",
327
+ "307": "Roseate Spoonbill",
328
+ "308": "Ross's Goose",
329
+ "309": "Rough-legged Hawk",
330
+ "310": "Royal Tern",
331
+ "311": "Ruby-crowned Kinglet",
332
+ "312": "Ruby-throated Hummingbird",
333
+ "313": "Ruddy Duck",
334
+ "314": "Ruddy Turnstone",
335
+ "315": "Ruffed Grouse",
336
+ "316": "Rufous Hummingbird",
337
+ "317": "Rufous-crowned Sparrow",
338
+ "318": "Rusty Blackbird",
339
+ "319": "Sanderling",
340
+ "320": "Sandhill Crane",
341
+ "321": "Savannah Sparrow",
342
+ "322": "Say's Phoebe",
343
+ "323": "Scaled Quail",
344
+ "324": "Scarlet Tanager",
345
+ "325": "Scissor-tailed Flycatcher",
346
+ "326": "Semipalmated Plover",
347
+ "327": "Semipalmated Sandpiper",
348
+ "328": "Sharp-shinned Hawk",
349
+ "329": "Short-billed Dowitcher",
350
+ "330": "Snow Bunting",
351
+ "331": "Snow Goose",
352
+ "332": "Snowy Egret",
353
+ "333": "Snowy Owl",
354
+ "334": "Solitary Sandpiper",
355
+ "335": "Song Sparrow",
356
+ "336": "Spotted Sandpiper",
357
+ "337": "Spotted Towhee",
358
+ "338": "Steller's Jay",
359
+ "339": "Summer Tanager",
360
+ "340": "Surf Scoter",
361
+ "341": "Surfbird",
362
+ "342": "Swainson's Hawk",
363
+ "343": "Swainson's Thrush",
364
+ "344": "Swallow-tailed Kite",
365
+ "345": "Swamp Sparrow",
366
+ "346": "Tennessee Warbler",
367
+ "347": "Townsend's Solitaire",
368
+ "348": "Townsend's Warbler",
369
+ "349": "Tree Swallow",
370
+ "350": "Tricolored Heron",
371
+ "351": "Trumpeter Swan",
372
+ "352": "Tufted Titmouse",
373
+ "353": "Tundra Swan",
374
+ "354": "Turkey Vulture",
375
+ "355": "Varied Thrush",
376
+ "356": "Vaux's Swift",
377
+ "357": "Veery",
378
+ "358": "Verdin",
379
+ "359": "Vermilion Flycatcher",
380
+ "360": "Vesper Sparrow",
381
+ "361": "Violet-green Swallow",
382
+ "362": "Warbling Vireo",
383
+ "363": "Western Bluebird",
384
+ "364": "Western Grebe",
385
+ "365": "Western Gull",
386
+ "366": "Western Kingbird",
387
+ "367": "Western Meadowlark",
388
+ "368": "Western Sandpiper",
389
+ "369": "Western Screech-Owl",
390
+ "370": "Western Scrub-Jay",
391
+ "371": "Western Tanager",
392
+ "372": "Western Wood-Pewee",
393
+ "373": "Whimbrel",
394
+ "374": "White Ibis",
395
+ "375": "White-breasted Nuthatch",
396
+ "376": "White-crowned Sparrow",
397
+ "377": "White-eyed Vireo",
398
+ "378": "White-faced Ibis",
399
+ "379": "White-tailed Kite",
400
+ "380": "White-throated Sparrow",
401
+ "381": "White-throated Swift",
402
+ "382": "White-winged Crossbill",
403
+ "383": "White-winged Dove",
404
+ "384": "White-winged Scoter",
405
+ "385": "Wild Turkey",
406
+ "386": "Willet",
407
+ "387": "Wilson's Phalarope",
408
+ "388": "Wilson's Snipe",
409
+ "389": "Wilson's Warbler",
410
+ "390": "Winter Wren",
411
+ "391": "Wood Duck",
412
+ "392": "Wood Stork",
413
+ "393": "Wood Thrush",
414
+ "394": "Wrentit",
415
+ "395": "Yellow Warbler",
416
+ "396": "Yellow-bellied Sapsucker",
417
+ "397": "Yellow-billed Cuckoo",
418
+ "398": "Yellow-billed Magpie",
419
+ "399": "Yellow-breasted Chat",
420
+ "400": "Yellow-crowned Night-Heron",
421
+ "401": "Yellow-headed Blackbird",
422
+ "402": "Yellow-rumped Warbler",
423
+ "403": "Yellow-throated Vireo",
424
+ "404": "Yellow-throated Warbler"
425
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "Abert's Towhee": 0,
430
+ "Acorn Woodpecker": 1,
431
+ "Allen's Hummingbird": 2,
432
+ "American Avocet": 3,
433
+ "American Black Duck": 4,
434
+ "American Coot": 5,
435
+ "American Crow": 6,
436
+ "American Dipper": 7,
437
+ "American Goldfinch": 8,
438
+ "American Kestrel": 9,
439
+ "American Oystercatcher": 10,
440
+ "American Pipit": 11,
441
+ "American Redstart": 12,
442
+ "American Robin": 13,
443
+ "American Tree Sparrow": 14,
444
+ "American White Pelican": 15,
445
+ "American Wigeon": 16,
446
+ "American Woodcock": 17,
447
+ "Anhinga": 18,
448
+ "Anna's Hummingbird": 19,
449
+ "Ash-throated Flycatcher": 20,
450
+ "Bald Eagle": 21,
451
+ "Baltimore Oriole": 22,
452
+ "Band-tailed Pigeon": 23,
453
+ "Bank Swallow": 24,
454
+ "Barn Owl": 25,
455
+ "Barn Swallow": 26,
456
+ "Barred Owl": 27,
457
+ "Barrow's Goldeneye": 28,
458
+ "Bay-breasted Warbler": 29,
459
+ "Bell's Vireo": 30,
460
+ "Belted Kingfisher": 31,
461
+ "Bewick's Wren": 32,
462
+ "Black Guillemot": 33,
463
+ "Black Oystercatcher": 34,
464
+ "Black Phoebe": 35,
465
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