Training in progress, epoch 1

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+wandb/run-20250211_102114-5suispg2/run-5suispg2.wandb filter=lfs diff=lfs merge=lfs -text

config.json

@@ -0,0 +1,842 @@
+{
+  "_name_or_path": "ntu-spml/distilhubert",
+  "activation_dropout": 0.1,
+  "apply_spec_augment": false,
+  "architectures": [
+    "HubertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "conv_bias": false,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "sum",
+  "ctc_zero_infinity": false,
+  "do_stable_layer_norm": false,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_norm": "group",
+  "feat_proj_dropout": 0.0,
+  "feat_proj_layer_norm": false,
+  "final_dropout": 0.0,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Acrocephalus sp.",
+    "1": "Alexandrine Parakeet",
+    "10": "Barn Swallow (White-bellied)",
+    "100": "Eastern Subalpine Warbler",
+    "101": "Eastern Yellow Wagtail",
+    "102": "Egyptian Goose",
+    "103": "Emberiza sp.",
+    "104": "Eurasian Bittern",
+    "105": "Eurasian Blackbird",
+    "106": "Eurasian Blackcap",
+    "107": "Eurasian Blue Tit",
+    "108": "Eurasian Bullfinch",
+    "109": "Eurasian Bullfinch (Eurasian)",
+    "11": "Barnacle Goose",
+    "110": "Eurasian Collared-Dove",
+    "111": "Eurasian Coot",
+    "112": "Eurasian Curlew",
+    "113": "Eurasian Dotterel",
+    "114": "Eurasian Golden Oriole",
+    "115": "Eurasian Goshawk",
+    "116": "Eurasian Green Woodpecker",
+    "117": "Eurasian Green Woodpecker (Eurasian)",
+    "118": "Eurasian Hobby",
+    "119": "Eurasian Hoopoe",
+    "12": "Barred Warbler",
+    "120": "Eurasian Jackdaw",
+    "121": "Eurasian Jay",
+    "122": "Eurasian Jay (Eurasian)",
+    "123": "Eurasian Kestrel",
+    "124": "Eurasian Linnet",
+    "125": "Eurasian Magpie",
+    "126": "Eurasian Magpie (Eurasian)",
+    "127": "Eurasian Moorhen",
+    "128": "Eurasian Nightjar",
+    "129": "Eurasian Nuthatch",
+    "13": "Bearded Reedling",
+    "130": "Eurasian Nuthatch (Western)",
+    "131": "Eurasian Oystercatcher",
+    "132": "Eurasian Oystercatcher (Western)",
+    "133": "Eurasian Penduline-Tit",
+    "134": "Eurasian Pygmy-Owl",
+    "135": "Eurasian Siskin",
+    "136": "Eurasian Skylark",
+    "137": "Eurasian Skylark (European)",
+    "138": "Eurasian Sparrowhawk",
+    "139": "Eurasian Spoonbill",
+    "14": "Black Guillemot",
+    "140": "Eurasian Three-toed Woodpecker",
+    "141": "Eurasian Three-toed Woodpecker (Eurasian)",
+    "142": "Eurasian Tree Sparrow",
+    "143": "Eurasian Treecreeper",
+    "144": "Eurasian Wigeon",
+    "145": "Eurasian Woodcock",
+    "146": "Eurasian Wren",
+    "147": "Eurasian Wren (Eurasian)",
+    "148": "Eurasian Wryneck",
+    "149": "Eurasian-Short-toed Treecreeper",
+    "15": "Black Kite",
+    "150": "European Bee-eater",
+    "151": "European Golden-Plover",
+    "152": "European Goldfinch",
+    "153": "European Greenfinch",
+    "154": "European Herring Gull",
+    "155": "European Honey-buzzard",
+    "156": "European Pied Flycatcher",
+    "157": "European Robin",
+    "158": "European Serin",
+    "159": "European Starling",
+    "16": "Black Redstart",
+    "160": "European Stonechat",
+    "161": "European Turtle-Dove",
+    "162": "Ficedula sp.",
+    "163": "Fieldfare",
+    "164": "Gadwall",
+    "165": "Garden Warbler",
+    "166": "Garganey",
+    "167": "Goldcrest",
+    "168": "Goldcrest-Common Firecrest",
+    "169": "Gray Heron",
+    "17": "Black Redstart (Western)",
+    "170": "Gray Partridge",
+    "171": "Gray Wagtail",
+    "172": "Gray-headed Woodpecker",
+    "173": "Gray-headed Woodpecker (Gray-headed)",
+    "174": "Gray-headed-Eurasian Green Woodpecker",
+    "175": "Graylag Goose",
+    "176": "Graylag Goose (European)",
+    "177": "Graylag x Canada Goose (hybrid)",
+    "178": "Great Cormorant",
+    "179": "Great Cormorant (Eurasian)",
+    "18": "Black Swan",
+    "180": "Great Crested Grebe",
+    "181": "Great Egret",
+    "182": "Great Gray Shrike",
+    "183": "Great Reed Warbler",
+    "184": "Great Snipe",
+    "185": "Great Spotted Woodpecker",
+    "186": "Great Spotted Woodpecker (Great Spotted)",
+    "187": "Great Tit",
+    "188": "Great Tit (Great)",
+    "189": "Greater White-fronted Goose",
+    "19": "Black Tern",
+    "190": "Greater White-fronted Goose (Eurasian)",
+    "191": "Greater Whitethroat",
+    "192": "Green Sandpiper",
+    "193": "Green-winged Teal",
+    "194": "Green-winged Teal (Eurasian)",
+    "195": "Greenish Warbler",
+    "196": "Hawfinch",
+    "197": "Hazel Grouse",
+    "198": "Helopsaltes-Locustella sp.",
+    "199": "Hooded Crow",
+    "2": "Alpine Accentor",
+    "20": "Black Tern (Eurasian)",
+    "200": "House Sparrow",
+    "201": "House-Eurasian Tree Sparrow",
+    "202": "Hume's Warbler",
+    "203": "Iberian Chiffchaff",
+    "204": "Iceland Gull",
+    "205": "Icterine Warbler",
+    "206": "Lapland Longspur",
+    "207": "Larus sp.",
+    "208": "Lesser Black-backed Gull",
+    "209": "Lesser Spotted Woodpecker",
+    "21": "Black Woodpecker",
+    "210": "Lesser Whitethroat",
+    "211": "Lesser Whitethroat (Lesser)",
+    "212": "Lesser Whitethroat (curruca-blythi)",
+    "213": "Little Bittern",
+    "214": "Little Bunting",
+    "215": "Little Crake",
+    "216": "Little Grebe",
+    "217": "Little Grebe (Little)",
+    "218": "Little Owl",
+    "219": "Little Owl (Little)",
+    "22": "Black-bellied Plover",
+    "220": "Little Ringed Plover",
+    "221": "Little Ringed Plover (curonicus)",
+    "222": "Long-billed Dowitcher",
+    "223": "Long-eared Owl",
+    "224": "Long-eared Owl (Eurasian)",
+    "225": "Long-tailed Duck",
+    "226": "Long-tailed Tit",
+    "227": "Long-tailed Tit (europaeus Group)",
+    "228": "Mallard",
+    "229": "Mandarin Duck",
+    "23": "Black-crowned Night Heron",
+    "230": "Marsh Tit",
+    "231": "Marsh Warbler",
+    "232": "Marsh-Willow Tit",
+    "233": "Meadow Pipit",
+    "234": "Mediterranean Gull",
+    "235": "Melodious Warbler",
+    "236": "Middle Spotted Woodpecker",
+    "237": "Mistle Thrush",
+    "238": "Monk Parakeet",
+    "239": "Montagu's Harrier",
+    "24": "Black-headed Gull",
+    "240": "Moustached Warbler",
+    "241": "Mute Swan",
+    "242": "Northern Bald Ibis",
+    "243": "Northern Gannet",
+    "244": "Northern Lapwing",
+    "245": "Northern Mockingbird",
+    "246": "Northern Nutcracker",
+    "247": "Northern Pintail",
+    "248": "Northern Shoveler",
+    "249": "Northern Wheatear",
+    "25": "Black-tailed Godwit",
+    "250": "Olive-backed Pipit",
+    "251": "Oriental Turtle-Dove",
+    "252": "Ortolan Bunting",
+    "253": "Osprey",
+    "254": "Pallas's Leaf Warbler",
+    "255": "Parrot Crossbill",
+    "256": "Parrot-Red Crossbill",
+    "257": "Peregrine Falcon",
+    "258": "Peregrine Falcon (Eurasian)",
+    "259": "Phylloscopus sp.",
+    "26": "Black-winged Stilt",
+    "260": "Pink-footed Goose",
+    "261": "Plum-headed Parakeet",
+    "262": "Purple Heron",
+    "263": "Red Crossbill",
+    "264": "Red Crossbill (Bohemian or type B)",
+    "265": "Red Crossbill (Glip or type C)",
+    "266": "Red Crossbill (Parakeet or type X)",
+    "267": "Red Crossbill (Phantom or type D)",
+    "268": "Red Crossbill (Wandering or type A)",
+    "269": "Red Kite",
+    "27": "Bluethroat",
+    "270": "Red Kite (Red)",
+    "271": "Red Phalarope",
+    "272": "Red-backed Shrike",
+    "273": "Red-breasted Flycatcher",
+    "274": "Red-breasted Nuthatch",
+    "275": "Red-necked Grebe",
+    "276": "Red-throated Loon",
+    "277": "Red-throated Pipit",
+    "278": "Redpoll",
+    "279": "Redpoll (Common)",
+    "28": "Bluethroat (White-spotted)",
+    "280": "Redpoll (Common-Lesser)",
+    "281": "Redpoll (Lesser)",
+    "282": "Redwing",
+    "283": "Redwing (Eurasian)",
+    "284": "Reed Bunting",
+    "285": "Richard's Pipit",
+    "286": "Ring Ouzel",
+    "287": "Ring Ouzel (Alpine)",
+    "288": "Ring Ouzel (Northern)",
+    "289": "Ring-necked Pheasant",
+    "29": "Blyth's Reed Warbler",
+    "290": "River Warbler",
+    "291": "Rock Bunting",
+    "292": "Rock Pigeon (Feral Pigeon)",
+    "293": "Rock Pipit",
+    "294": "Rock Ptarmigan",
+    "295": "Rook",
+    "296": "Rose-ringed Parakeet",
+    "297": "Ruddy Shelduck",
+    "298": "Ruddy Turnstone",
+    "299": "Sanderling",
+    "3": "Alpine Swift",
+    "30": "Bohemian Waxwing",
+    "300": "Sandwich Tern",
+    "301": "Savi's Warbler",
+    "302": "Sedge Warbler",
+    "303": "Short-eared Owl",
+    "304": "Short-eared Owl (Northern)",
+    "305": "Short-toed Treecreeper",
+    "306": "Snow Bunting",
+    "307": "Snow Goose",
+    "308": "Song Thrush",
+    "309": "Spectacled Warbler",
+    "31": "Booted Warbler",
+    "310": "Spotted Crake",
+    "311": "Spotted Flycatcher",
+    "312": "Spotted Flycatcher (Spotted)",
+    "313": "Spotted Redshank",
+    "314": "Spotted Sandpiper",
+    "315": "Stock Dove",
+    "316": "Swan Goose (Domestic type)",
+    "317": "Sylvia-Curruca sp.",
+    "318": "Syrian Woodpecker",
+    "319": "Taiga-Tundra Bean-Goose",
+    "32": "Boreal Owl",
+    "320": "Tawny Owl",
+    "321": "Tawny Pipit",
+    "322": "Thrush Nightingale",
+    "323": "Tree Pipit",
+    "324": "Tufted Duck",
+    "325": "Tundra Bean-Goose",
+    "326": "Tundra Swan (Bewick's)",
+    "327": "Turdus sp.",
+    "328": "Turquoise-fronted Amazon",
+    "329": "Twite",
+    "33": "Boreal Owl (Tengmalm's)",
+    "330": "Water Pipit",
+    "331": "Water Rail",
+    "332": "Western Barn Owl",
+    "333": "Western Barn Owl (Eurasian)",
+    "334": "Western Bonelli's Warbler",
+    "335": "Western Capercaillie",
+    "336": "Western House-Martin",
+    "337": "Western Marsh Harrier",
+    "338": "Western Yellow Wagtail",
+    "339": "Western Yellow Wagtail (flava)",
+    "34": "Brambling",
+    "340": "Western Yellow Wagtail (flava-beema)",
+    "341": "Western Yellow Wagtail (flavissima)",
+    "342": "Whimbrel",
+    "343": "Whimbrel (European)",
+    "344": "Whinchat",
+    "345": "Whiskered Tern",
+    "346": "White Stork",
+    "347": "White Wagtail",
+    "348": "White Wagtail (White-faced)",
+    "349": "White-backed Woodpecker",
+    "35": "Canada Goose",
+    "350": "White-backed Woodpecker (White-backed)",
+    "351": "White-faced Whistling-Duck",
+    "352": "White-tailed Eagle",
+    "353": "White-throated Dipper",
+    "354": "Whooper Swan",
+    "355": "Willow Tit",
+    "356": "Willow Tit (Willow)",
+    "357": "Willow Warbler",
+    "358": "Willow Warbler-Common Chiffchaff",
+    "359": "Wood Duck",
+    "36": "Canada Goose (canadensis Group)",
+    "360": "Wood Lark",
+    "361": "Wood Sandpiper",
+    "362": "Wood Warbler",
+    "363": "Yellow-billed Chough",
+    "364": "Yellow-browed Warbler",
+    "365": "Yellow-headed Amazon",
+    "366": "Yellow-legged Gull",
+    "367": "Yellow-legged Gull (michahellis)",
+    "368": "Yellowhammer",
+    "369": "Zitting Cisticola",
+    "37": "Carrion Crow",
+    "370": "bird sp.",
+    "371": "crow sp.",
+    "372": "crow-raven sp.",
+    "373": "duck sp.",
+    "374": "falcon sp.",
+    "375": "finch sp.",
+    "376": "goose sp.",
+    "377": "gull sp.",
+    "378": "lark sp.",
+    "379": "owl sp.",
+    "38": "Carrion Crow (Western)",
+    "380": "passerine sp.",
+    "381": "redstart sp.",
+    "382": "woodpecker sp.",
+    "39": "Carrion-Hooded Crow",
+    "4": "Anser sp.",
+    "40": "Caspian Gull",
+    "41": "Caspian Tern",
+    "42": "Caspian-European Herring-Yellow-legged Gull",
+    "43": "Cetti's Warbler",
+    "44": "Cirl Bunting",
+    "45": "Citril Finch",
+    "46": "Citrine Wagtail",
+    "47": "Coal Tit",
+    "48": "Coal Tit (Continental)",
+    "49": "Cockatiel (Domestic type)",
+    "5": "Aquatic Warbler",
+    "50": "Collared Flycatcher",
+    "51": "Common Buzzard",
+    "52": "Common Chaffinch",
+    "53": "Common Chaffinch-Brambling",
+    "54": "Common Chiffchaff",
+    "55": "Common Chiffchaff (Common)",
+    "56": "Common Chiffchaff (Siberian)",
+    "57": "Common Crane",
+    "58": "Common Cuckoo",
+    "59": "Common Eider",
+    "6": "Arctic Loon",
+    "60": "Common Firecrest",
+    "61": "Common Goldeneye",
+    "62": "Common Grasshopper Warbler",
+    "63": "Common Greenshank",
+    "64": "Common Gull",
+    "65": "Common Kingfisher",
+    "66": "Common Loon",
+    "67": "Common Merganser",
+    "68": "Common Merganser (Eurasian)",
+    "69": "Common Nightingale",
+    "7": "Bank Swallow",
+    "70": "Common Nightingale (megarhynchos-africana)",
+    "71": "Common Pochard",
+    "72": "Common Quail",
+    "73": "Common Raven",
+    "74": "Common Redshank",
+    "75": "Common Redstart",
+    "76": "Common Redstart (Common)",
+    "77": "Common Reed Warbler",
+    "78": "Common Reed Warbler (Common)",
+    "79": "Common Ringed Plover",
+    "8": "Bar-headed Goose",
+    "80": "Common Rosefinch",
+    "81": "Common Sandpiper",
+    "82": "Common Snipe",
+    "83": "Common Swift",
+    "84": "Common Tern",
+    "85": "Common Tern (hirundo-tibetana)",
+    "86": "Common Wood-Pigeon",
+    "87": "Common Wood-Pigeon (White-necked)",
+    "88": "Common-Iberian Chiffchaff",
+    "89": "Corn Bunting",
+    "9": "Barn Swallow",
+    "90": "Corn Crake",
+    "91": "Crested Lark",
+    "92": "Crested Lark (Crested)",
+    "93": "Crested Tit",
+    "94": "Domestic goose sp. (Domestic type)",
+    "95": "Dunlin",
+    "96": "Dunnock",
+    "97": "Dusky Thrush",
+    "98": "Dusky Warbler",
+    "99": "Eared Grebe"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Acrocephalus sp.": "0",
+    "Alexandrine Parakeet": "1",
+    "Alpine Accentor": "2",
+    "Alpine Swift": "3",
+    "Anser sp.": "4",
+    "Aquatic Warbler": "5",
+    "Arctic Loon": "6",
+    "Bank Swallow": "7",
+    "Bar-headed Goose": "8",
+    "Barn Swallow": "9",
+    "Barn Swallow (White-bellied)": "10",
+    "Barnacle Goose": "11",
+    "Barred Warbler": "12",
+    "Bearded Reedling": "13",
+    "Black Guillemot": "14",
+    "Black Kite": "15",
+    "Black Redstart": "16",
+    "Black Redstart (Western)": "17",
+    "Black Swan": "18",
+    "Black Tern": "19",
+    "Black Tern (Eurasian)": "20",
+    "Black Woodpecker": "21",
+    "Black-bellied Plover": "22",
+    "Black-crowned Night Heron": "23",
+    "Black-headed Gull": "24",
+    "Black-tailed Godwit": "25",
+    "Black-winged Stilt": "26",
+    "Bluethroat": "27",
+    "Bluethroat (White-spotted)": "28",
+    "Blyth's Reed Warbler": "29",
+    "Bohemian Waxwing": "30",
+    "Booted Warbler": "31",
+    "Boreal Owl": "32",
+    "Boreal Owl (Tengmalm's)": "33",
+    "Brambling": "34",
+    "Canada Goose": "35",
+    "Canada Goose (canadensis Group)": "36",
+    "Carrion Crow": "37",
+    "Carrion Crow (Western)": "38",
+    "Carrion-Hooded Crow": "39",
+    "Caspian Gull": "40",
+    "Caspian Tern": "41",
+    "Caspian-European Herring-Yellow-legged Gull": "42",
+    "Cetti's Warbler": "43",
+    "Cirl Bunting": "44",
+    "Citril Finch": "45",
+    "Citrine Wagtail": "46",
+    "Coal Tit": "47",
+    "Coal Tit (Continental)": "48",
+    "Cockatiel (Domestic type)": "49",
+    "Collared Flycatcher": "50",
+    "Common Buzzard": "51",
+    "Common Chaffinch": "52",
+    "Common Chaffinch-Brambling": "53",
+    "Common Chiffchaff": "54",
+    "Common Chiffchaff (Common)": "55",
+    "Common Chiffchaff (Siberian)": "56",
+    "Common Crane": "57",
+    "Common Cuckoo": "58",
+    "Common Eider": "59",
+    "Common Firecrest": "60",
+    "Common Goldeneye": "61",
+    "Common Grasshopper Warbler": "62",
+    "Common Greenshank": "63",
+    "Common Gull": "64",
+    "Common Kingfisher": "65",
+    "Common Loon": "66",
+    "Common Merganser": "67",
+    "Common Merganser (Eurasian)": "68",
+    "Common Nightingale": "69",
+    "Common Nightingale (megarhynchos-africana)": "70",
+    "Common Pochard": "71",
+    "Common Quail": "72",
+    "Common Raven": "73",
+    "Common Redshank": "74",
+    "Common Redstart": "75",
+    "Common Redstart (Common)": "76",
+    "Common Reed Warbler": "77",
+    "Common Reed Warbler (Common)": "78",
+    "Common Ringed Plover": "79",
+    "Common Rosefinch": "80",
+    "Common Sandpiper": "81",
+    "Common Snipe": "82",
+    "Common Swift": "83",
+    "Common Tern": "84",
+    "Common Tern (hirundo-tibetana)": "85",
+    "Common Wood-Pigeon": "86",
+    "Common Wood-Pigeon (White-necked)": "87",
+    "Common-Iberian Chiffchaff": "88",
+    "Corn Bunting": "89",
+    "Corn Crake": "90",
+    "Crested Lark": "91",
+    "Crested Lark (Crested)": "92",
+    "Crested Tit": "93",
+    "Domestic goose sp. (Domestic type)": "94",
+    "Dunlin": "95",
+    "Dunnock": "96",
+    "Dusky Thrush": "97",
+    "Dusky Warbler": "98",
+    "Eared Grebe": "99",
+    "Eastern Subalpine Warbler": "100",
+    "Eastern Yellow Wagtail": "101",
+    "Egyptian Goose": "102",
+    "Emberiza sp.": "103",
+    "Eurasian Bittern": "104",
+    "Eurasian Blackbird": "105",
+    "Eurasian Blackcap": "106",
+    "Eurasian Blue Tit": "107",
+    "Eurasian Bullfinch": "108",
+    "Eurasian Bullfinch (Eurasian)": "109",
+    "Eurasian Collared-Dove": "110",
+    "Eurasian Coot": "111",
+    "Eurasian Curlew": "112",
+    "Eurasian Dotterel": "113",
+    "Eurasian Golden Oriole": "114",
+    "Eurasian Goshawk": "115",
+    "Eurasian Green Woodpecker": "116",
+    "Eurasian Green Woodpecker (Eurasian)": "117",
+    "Eurasian Hobby": "118",
+    "Eurasian Hoopoe": "119",
+    "Eurasian Jackdaw": "120",
+    "Eurasian Jay": "121",
+    "Eurasian Jay (Eurasian)": "122",
+    "Eurasian Kestrel": "123",
+    "Eurasian Linnet": "124",
+    "Eurasian Magpie": "125",
+    "Eurasian Magpie (Eurasian)": "126",
+    "Eurasian Moorhen": "127",
+    "Eurasian Nightjar": "128",
+    "Eurasian Nuthatch": "129",
+    "Eurasian Nuthatch (Western)": "130",
+    "Eurasian Oystercatcher": "131",
+    "Eurasian Oystercatcher (Western)": "132",
+    "Eurasian Penduline-Tit": "133",
+    "Eurasian Pygmy-Owl": "134",
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+2025-02-11 10:21:20,765 INFO    MainThread:31 [wandb_run.py:_config_callback():1253] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['HubertModel'], 'finetuning_task': None, 'id2label': {'0': 'Acrocephalus sp.', '1': 'Alexandrine Parakeet', '2': 'Alpine Accentor', '3': 'Alpine Swift', '4': 'Anser sp.', '5': 'Aquatic Warbler', '6': 'Arctic Loon', '7': 'Bank Swallow', '8': 'Bar-headed Goose', '9': 'Barn Swallow', '10': 'Barn Swallow (White-bellied)', '11': 'Barnacle Goose', '12': 'Barred Warbler', '13': 'Bearded Reedling', '14': 'Black Guillemot', '15': 'Black Kite', '16': 'Black Redstart', '17': 'Black Redstart (Western)', '18': 'Black Swan', '19': 'Black Tern', '20': 'Black Tern (Eurasian)', '21': 'Black Woodpecker', '22': 'Black-bellied Plover', '23': 'Black-crowned Night Heron', '24': 'Black-headed Gull', '25': 'Black-tailed Godwit', '26': 'Black-winged Stilt', '27': 'Bluethroat', '28': 'Bluethroat (White-spotted)', '29': "Blyth's Reed Warbler", '30': 'Bohemian Waxwing', '31': 'Booted Warbler', '32': 'Boreal Owl', '33': "Boreal Owl (Tengmalm's)", '34': 'Brambling', '35': 'Canada Goose', '36': 'Canada Goose (canadensis Group)', '37': 'Carrion Crow', '38': 'Carrion Crow (Western)', '39': 'Carrion-Hooded Crow', '40': 'Caspian Gull', '41': 'Caspian Tern', '42': 'Caspian-European Herring-Yellow-legged Gull', '43': "Cetti's Warbler", '44': 'Cirl Bunting', '45': 'Citril Finch', '46': 'Citrine Wagtail', '47': 'Coal Tit', '48': 'Coal Tit (Continental)', '49': 'Cockatiel (Domestic type)', '50': 'Collared Flycatcher', '51': 'Common Buzzard', '52': 'Common Chaffinch', '53': 'Common Chaffinch-Brambling', '54': 'Common Chiffchaff', '55': 'Common Chiffchaff (Common)', '56': 'Common Chiffchaff (Siberian)', '57': 'Common Crane', '58': 'Common Cuckoo', '59': 'Common Eider', '60': 'Common Firecrest', '61': 'Common Goldeneye', '62': 'Common Grasshopper Warbler', '63': 'Common Greenshank', '64': 'Common Gull', '65': 'Common Kingfisher', '66': 'Common Loon', '67': 'Common Merganser', '68': 'Common Merganser (Eurasian)', '69': 'Common Nightingale', '70': 'Common Nightingale (megarhynchos-africana)', '71': 'Common Pochard', '72': 'Common Quail', '73': 'Common Raven', '74': 'Common Redshank', '75': 'Common Redstart', '76': 'Common Redstart (Common)', '77': 'Common Reed Warbler', '78': 'Common Reed Warbler (Common)', '79': 'Common Ringed Plover', '80': 'Common Rosefinch', '81': 'Common Sandpiper', '82': 'Common Snipe', '83': 'Common Swift', '84': 'Common Tern', '85': 'Common Tern (hirundo-tibetana)', '86': 'Common Wood-Pigeon', '87': 'Common Wood-Pigeon (White-necked)', '88': 'Common-Iberian Chiffchaff', '89': 'Corn Bunting', '90': 'Corn Crake', '91': 'Crested Lark', '92': 'Crested Lark (Crested)', '93': 'Crested Tit', '94': 'Domestic goose sp. (Domestic type)', '95': 'Dunlin', '96': 'Dunnock', '97': 'Dusky Thrush', '98': 'Dusky Warbler', '99': 'Eared Grebe', '100': 'Eastern Subalpine Warbler', '101': 'Eastern Yellow Wagtail', '102': 'Egyptian Goose', '103': 'Emberiza sp.', '104': 'Eurasian Bittern', '105': 'Eurasian Blackbird', '106': 'Eurasian Blackcap', '107': 'Eurasian Blue Tit', '108': 'Eurasian Bullfinch', '109': 'Eurasian Bullfinch (Eurasian)', '110': 'Eurasian Collared-Dove', '111': 'Eurasian Coot', '112': 'Eurasian Curlew', '113': 'Eurasian Dotterel', '114': 'Eurasian Golden Oriole', '115': 'Eurasian Goshawk', '116': 'Eurasian Green Woodpecker', '117': 'Eurasian Green Woodpecker (Eurasian)', '118': 'Eurasian Hobby', '119': 'Eurasian Hoopoe', '120': 'Eurasian Jackdaw', '121': 'Eurasian Jay', '122': 'Eurasian Jay (Eurasian)', '123': 'Eurasian Kestrel', '124': 'Eurasian Linnet', '125': 'Eurasian Magpie', '126': 'Eurasian Magpie (Eurasian)', '127': 'Eurasian Moorhen', '128': 'Eurasian Nightjar', '129': 'Eurasian Nuthatch', '130': 'Eurasian Nuthatch (Western)', '131': 'Eurasian Oystercatcher', '132': 'Eurasian Oystercatcher (Western)', '133': 'Eurasian Penduline-Tit', '134': 'Eurasian Pygmy-Owl', '135': 'Eurasian Siskin', '136': 'Eurasian Skylark', '137': 'Eurasian Skylark (European)', '138': 'Eurasian Sparrowhawk', '139': 'Eurasian Spoonbill', '140': 'Eurasian Three-toed Woodpecker', '141': 'Eurasian Three-toed Woodpecker (Eurasian)', '142': 'Eurasian Tree Sparrow', '143': 'Eurasian Treecreeper', '144': 'Eurasian Wigeon', '145': 'Eurasian Woodcock', '146': 'Eurasian Wren', '147': 'Eurasian Wren (Eurasian)', '148': 'Eurasian Wryneck', '149': 'Eurasian-Short-toed Treecreeper', '150': 'European Bee-eater', '151': 'European Golden-Plover', '152': 'European Goldfinch', '153': 'European Greenfinch', '154': 'European Herring Gull', '155': 'European Honey-buzzard', '156': 'European Pied Flycatcher', '157': 'European Robin', '158': 'European Serin', '159': 'European Starling', '160': 'European Stonechat', '161': 'European Turtle-Dove', '162': 'Ficedula sp.', '163': 'Fieldfare', '164': 'Gadwall', '165': 'Garden Warbler', '166': 'Garganey', '167': 'Goldcrest', '168': 'Goldcrest-Common Firecrest', '169': 'Gray Heron', '170': 'Gray Partridge', '171': 'Gray Wagtail', '172': 'Gray-headed Woodpecker', '173': 'Gray-headed Woodpecker (Gray-headed)', '174': 'Gray-headed-Eurasian Green Woodpecker', '175': 'Graylag Goose', '176': 'Graylag Goose (European)', '177': 'Graylag x Canada Goose (hybrid)', '178': 'Great Cormorant', '179': 'Great Cormorant (Eurasian)', '180': 'Great Crested Grebe', '181': 'Great Egret', '182': 'Great Gray Shrike', '183': 'Great Reed Warbler', '184': 'Great Snipe', '185': 'Great Spotted Woodpecker', '186': 'Great Spotted Woodpecker (Great Spotted)', '187': 'Great Tit', '188': 'Great Tit (Great)', '189': 'Greater White-fronted Goose', '190': 'Greater White-fronted Goose (Eurasian)', '191': 'Greater Whitethroat', '192': 'Green Sandpiper', '193': 'Green-winged Teal', '194': 'Green-winged Teal (Eurasian)', '195': 'Greenish Warbler', '196': 'Hawfinch', '197': 'Hazel Grouse', '198': 'Helopsaltes-Locustella sp.', '199': 'Hooded Crow', '200': 'House Sparrow', '201': 'House-Eurasian Tree Sparrow', '202': "Hume's Warbler", '203': 'Iberian Chiffchaff', '204': 'Iceland Gull', '205': 'Icterine Warbler', '206': 'Lapland Longspur', '207': 'Larus sp.', '208': 'Lesser Black-backed Gull', '209': 'Lesser Spotted Woodpecker', '210': 'Lesser Whitethroat', '211': 'Lesser Whitethroat (Lesser)', '212': 'Lesser Whitethroat (curruca-blythi)', '213': 'Little Bittern', '214': 'Little Bunting', '215': 'Little Crake', '216': 'Little Grebe', '217': 'Little Grebe (Little)', '218': 'Little Owl', '219': 'Little Owl (Little)', '220': 'Little Ringed Plover', '221': 'Little Ringed Plover (curonicus)', '222': 'Long-billed Dowitcher', '223': 'Long-eared Owl', '224': 'Long-eared Owl (Eurasian)', '225': 'Long-tailed Duck', '226': 'Long-tailed Tit', '227': 'Long-tailed Tit (europaeus Group)', '228': 'Mallard', '229': 'Mandarin Duck', '230': 'Marsh Tit', '231': 'Marsh Warbler', '232': 'Marsh-Willow Tit', '233': 'Meadow Pipit', '234': 'Mediterranean Gull', '235': 'Melodious Warbler', '236': 'Middle Spotted Woodpecker', '237': 'Mistle Thrush', '238': 'Monk Parakeet', '239': "Montagu's Harrier", '240': 'Moustached Warbler', '241': 'Mute Swan', '242': 'Northern Bald Ibis', '243': 'Northern Gannet', '244': 'Northern Lapwing', '245': 'Northern Mockingbird', '246': 'Northern Nutcracker', '247': 'Northern Pintail', '248': 'Northern Shoveler', '249': 'Northern Wheatear', '250': 'Olive-backed Pipit', '251': 'Oriental Turtle-Dove', '252': 'Ortolan Bunting', '253': 'Osprey', '254': "Pallas's Leaf Warbler", '255': 'Parrot Crossbill', '256': 'Parrot-Red Crossbill', '257': 'Peregrine Falcon', '258': 'Peregrine Falcon (Eurasian)', '259': 'Phylloscopus sp.', '260': 'Pink-footed Goose', '261': 'Plum-headed Parakeet', '262': 'Purple Heron', '263': 'Red Crossbill', '264': 'Red Crossbill (Bohemian or type B)', '265': 'Red Crossbill (Glip or type C)', '266': 'Red Crossbill (Parakeet or type X)', '267': 'Red Crossbill (Phantom or type D)', '268': 'Red Crossbill (Wandering or type A)', '269': 'Red Kite', '270': 'Red Kite (Red)', '271': 'Red Phalarope', '272': 'Red-backed Shrike', '273': 'Red-breasted Flycatcher', '274': 'Red-breasted Nuthatch', '275': 'Red-necked Grebe', '276': 'Red-throated Loon', '277': 'Red-throated Pipit', '278': 'Redpoll', '279': 'Redpoll (Common)', '280': 'Redpoll (Common-Lesser)', '281': 'Redpoll (Lesser)', '282': 'Redwing', '283': 'Redwing (Eurasian)', '284': 'Reed Bunting', '285': "Richard's Pipit", '286': 'Ring Ouzel', '287': 'Ring Ouzel (Alpine)', '288': 'Ring Ouzel (Northern)', '289': 'Ring-necked Pheasant', '290': 'River Warbler', '291': 'Rock Bunting', '292': 'Rock Pigeon (Feral Pigeon)', '293': 'Rock Pipit', '294': 'Rock Ptarmigan', '295': 'Rook', '296': 'Rose-ringed Parakeet', '297': 'Ruddy Shelduck', '298': 'Ruddy Turnstone', '299': 'Sanderling', '300': 'Sandwich Tern', '301': "Savi's Warbler", '302': 'Sedge Warbler', '303': 'Short-eared Owl', '304': 'Short-eared Owl (Northern)', '305': 'Short-toed Treecreeper', '306': 'Snow Bunting', '307': 'Snow Goose', '308': 'Song Thrush', '309': 'Spectacled Warbler', '310': 'Spotted Crake', '311': 'Spotted Flycatcher', '312': 'Spotted Flycatcher (Spotted)', '313': 'Spotted Redshank', '314': 'Spotted Sandpiper', '315': 'Stock Dove', '316': 'Swan Goose (Domestic type)', '317': 'Sylvia-Curruca sp.', '318': 'Syrian Woodpecker', '319': 'Taiga-Tundra Bean-Goose', '320': 'Tawny Owl', '321': 'Tawny Pipit', '322': 'Thrush Nightingale', '323': 'Tree Pipit', '324': 'Tufted Duck', '325': 'Tundra Bean-Goose', '326': "Tundra Swan (Bewick's)", '327': 'Turdus sp.', '328': 'Turquoise-fronted Amazon', '329': 'Twite', '330': 'Water Pipit', '331': 'Water Rail', '332': 'Western Barn Owl', '333': 'Western Barn Owl (Eurasian)', '334': "Western Bonelli's Warbler", '335': 'Western Capercaillie', '336': 'Western House-Martin', '337': 'Western Marsh Harrier', '338': 'Western Yellow Wagtail', '339': 'Western Yellow Wagtail (flava)', '340': 'Western Yellow Wagtail (flava-beema)', '341': 'Western Yellow Wagtail (flavissima)', '342': 'Whimbrel', '343': 'Whimbrel (European)', '344': 'Whinchat', '345': 'Whiskered Tern', '346': 'White Stork', '347': 'White Wagtail', '348': 'White Wagtail (White-faced)', '349': 'White-backed Woodpecker', '350': 'White-backed Woodpecker (White-backed)', '351': 'White-faced Whistling-Duck', '352': 'White-tailed Eagle', '353': 'White-throated Dipper', '354': 'Whooper Swan', '355': 'Willow Tit', '356': 'Willow Tit (Willow)', '357': 'Willow Warbler', '358': 'Willow Warbler-Common Chiffchaff', '359': 'Wood Duck', '360': 'Wood Lark', '361': 'Wood Sandpiper', '362': 'Wood Warbler', '363': 'Yellow-billed Chough', '364': 'Yellow-browed Warbler', '365': 'Yellow-headed Amazon', '366': 'Yellow-legged Gull', '367': 'Yellow-legged Gull (michahellis)', '368': 'Yellowhammer', '369': 'Zitting Cisticola', '370': 'bird sp.', '371': 'crow sp.', '372': 'crow-raven sp.', '373': 'duck sp.', '374': 'falcon sp.', '375': 'finch sp.', '376': 'goose sp.', '377': 'gull sp.', '378': 'lark sp.', '379': 'owl sp.', '380': 'passerine sp.', '381': 'redstart sp.', '382': 'woodpecker sp.'}, 'label2id': {'Acrocephalus sp.': '0', 'Alexandrine Parakeet': '1', 'Alpine Accentor': '2', 'Alpine Swift': '3', 'Anser sp.': '4', 'Aquatic Warbler': '5', 'Arctic Loon': '6', 'Bank Swallow': '7', 'Bar-headed Goose': '8', 'Barn Swallow': '9', 'Barn Swallow (White-bellied)': '10', 'Barnacle Goose': '11', 'Barred Warbler': '12', 'Bearded Reedling': '13', 'Black Guillemot': '14', 'Black Kite': '15', 'Black Redstart': '16', 'Black Redstart (Western)': '17', 'Black Swan': '18', 'Black Tern': '19', 'Black Tern (Eurasian)': '20', 'Black Woodpecker': '21', 'Black-bellied Plover': '22', 'Black-crowned Night Heron': '23', 'Black-headed Gull': '24', 'Black-tailed Godwit': '25', 'Black-winged Stilt': '26', 'Bluethroat': '27', 'Bluethroat (White-spotted)': '28', "Blyth's Reed Warbler": '29', 'Bohemian Waxwing': '30', 'Booted Warbler': '31', 'Boreal Owl': '32', "Boreal Owl (Tengmalm's)": '33', 'Brambling': '34', 'Canada Goose': '35', 'Canada Goose (canadensis Group)': '36', 'Carrion Crow': '37', 'Carrion Crow (Western)': '38', 'Carrion-Hooded Crow': '39', 'Caspian Gull': '40', 'Caspian Tern': '41', 'Caspian-European Herring-Yellow-legged Gull': '42', "Cetti's Warbler": '43', 'Cirl Bunting': '44', 'Citril Finch': '45', 'Citrine Wagtail': '46', 'Coal Tit': '47', 'Coal Tit (Continental)': '48', 'Cockatiel (Domestic type)': '49', 'Collared Flycatcher': '50', 'Common Buzzard': '51', 'Common Chaffinch': '52', 'Common Chaffinch-Brambling': '53', 'Common Chiffchaff': '54', 'Common Chiffchaff (Common)': '55', 'Common Chiffchaff (Siberian)': '56', 'Common Crane': '57', 'Common Cuckoo': '58', 'Common Eider': '59', 'Common Firecrest': '60', 'Common Goldeneye': '61', 'Common Grasshopper Warbler': '62', 'Common Greenshank': '63', 'Common Gull': '64', 'Common Kingfisher': '65', 'Common Loon': '66', 'Common Merganser': '67', 'Common Merganser (Eurasian)': '68', 'Common Nightingale': '69', 'Common Nightingale (megarhynchos-africana)': '70', 'Common Pochard': '71', 'Common Quail': '72', 'Common Raven': '73', 'Common Redshank': '74', 'Common Redstart': '75', 'Common Redstart (Common)': '76', 'Common Reed Warbler': '77', 'Common Reed Warbler (Common)': '78', 'Common Ringed Plover': '79', 'Common Rosefinch': '80', 'Common Sandpiper': '81', 'Common Snipe': '82', 'Common Swift': '83', 'Common Tern': '84', 'Common Tern (hirundo-tibetana)': '85', 'Common Wood-Pigeon': '86', 'Common Wood-Pigeon (White-necked)': '87', 'Common-Iberian Chiffchaff': '88', 'Corn Bunting': '89', 'Corn Crake': '90', 'Crested Lark': '91', 'Crested Lark (Crested)': '92', 'Crested Tit': '93', 'Domestic goose sp. (Domestic type)': '94', 'Dunlin': '95', 'Dunnock': '96', 'Dusky Thrush': '97', 'Dusky Warbler': '98', 'Eared Grebe': '99', 'Eastern Subalpine Warbler': '100', 'Eastern Yellow Wagtail': '101', 'Egyptian Goose': '102', 'Emberiza sp.': '103', 'Eurasian Bittern': '104', 'Eurasian Blackbird': '105', 'Eurasian Blackcap': '106', 'Eurasian Blue Tit': '107', 'Eurasian Bullfinch': '108', 'Eurasian Bullfinch (Eurasian)': '109', 'Eurasian Collared-Dove': '110', 'Eurasian Coot': '111', 'Eurasian Curlew': '112', 'Eurasian Dotterel': '113', 'Eurasian Golden Oriole': '114', 'Eurasian Goshawk': '115', 'Eurasian Green Woodpecker': '116', 'Eurasian Green Woodpecker (Eurasian)': '117', 'Eurasian Hobby': '118', 'Eurasian Hoopoe': '119', 'Eurasian Jackdaw': '120', 'Eurasian Jay': '121', 'Eurasian Jay (Eurasian)': '122', 'Eurasian Kestrel': '123', 'Eurasian Linnet': '124', 'Eurasian Magpie': '125', 'Eurasian Magpie (Eurasian)': '126', 'Eurasian Moorhen': '127', 'Eurasian Nightjar': '128', 'Eurasian Nuthatch': '129', 'Eurasian Nuthatch (Western)': '130', 'Eurasian Oystercatcher': '131', 'Eurasian Oystercatcher (Western)': '132', 'Eurasian Penduline-Tit': '133', 'Eurasian Pygmy-Owl': '134', 'Eurasian Siskin': '135', 'Eurasian Skylark': '136', 'Eurasian Skylark (European)': '137', 'Eurasian Sparrowhawk': '138', 'Eurasian Spoonbill': '139', 'Eurasian Three-toed Woodpecker': '140', 'Eurasian Three-toed Woodpecker (Eurasian)': '141', 'Eurasian Tree Sparrow': '142', 'Eurasian Treecreeper': '143', 'Eurasian Wigeon': '144', 'Eurasian Woodcock': '145', 'Eurasian Wren': '146', 'Eurasian Wren (Eurasian)': '147', 'Eurasian Wryneck': '148', 'Eurasian-Short-toed Treecreeper': '149', 'European Bee-eater': '150', 'European Golden-Plover': '151', 'European Goldfinch': '152', 'European Greenfinch': '153', 'European Herring Gull': '154', 'European Honey-buzzard': '155', 'European Pied Flycatcher': '156', 'European Robin': '157', 'European Serin': '158', 'European Starling': '159', 'European Stonechat': '160', 'European Turtle-Dove': '161', 'Ficedula sp.': '162', 'Fieldfare': '163', 'Gadwall': '164', 'Garden Warbler': '165', 'Garganey': '166', 'Goldcrest': '167', 'Goldcrest-Common Firecrest': '168', 'Gray Heron': '169', 'Gray Partridge': '170', 'Gray Wagtail': '171', 'Gray-headed Woodpecker': '172', 'Gray-headed Woodpecker (Gray-headed)': '173', 'Gray-headed-Eurasian Green Woodpecker': '174', 'Graylag Goose': '175', 'Graylag Goose (European)': '176', 'Graylag x Canada Goose (hybrid)': '177', 'Great Cormorant': '178', 'Great Cormorant (Eurasian)': '179', 'Great Crested Grebe': '180', 'Great Egret': '181', 'Great Gray Shrike': '182', 'Great Reed Warbler': '183', 'Great Snipe': '184', 'Great Spotted Woodpecker': '185', 'Great Spotted Woodpecker (Great Spotted)': '186', 'Great Tit': '187', 'Great Tit (Great)': '188', 'Greater White-fronted Goose': '189', 'Greater White-fronted Goose (Eurasian)': '190', 'Greater Whitethroat': '191', 'Green Sandpiper': '192', 'Green-winged Teal': '193', 'Green-winged Teal (Eurasian)': '194', 'Greenish Warbler': '195', 'Hawfinch': '196', 'Hazel Grouse': '197', 'Helopsaltes-Locustella sp.': '198', 'Hooded Crow': '199', 'House Sparrow': '200', 'House-Eurasian Tree Sparrow': '201', "Hume's Warbler": '202', 'Iberian Chiffchaff': '203', 'Iceland Gull': '204', 'Icterine Warbler': '205', 'Lapland Longspur': '206', 'Larus sp.': '207', 'Lesser Black-backed Gull': '208', 'Lesser Spotted Woodpecker': '209', 'Lesser Whitethroat': '210', 'Lesser Whitethroat (Lesser)': '211', 'Lesser Whitethroat (curruca-blythi)': '212', 'Little Bittern': '213', 'Little Bunting': '214', 'Little Crake': '215', 'Little Grebe': '216', 'Little Grebe (Little)': '217', 'Little Owl': '218', 'Little Owl (Little)': '219', 'Little Ringed Plover': '220', 'Little Ringed Plover (curonicus)': '221', 'Long-billed Dowitcher': '222', 'Long-eared Owl': '223', 'Long-eared Owl (Eurasian)': '224', 'Long-tailed Duck': '225', 'Long-tailed Tit': '226', 'Long-tailed Tit (europaeus Group)': '227', 'Mallard': '228', 'Mandarin Duck': '229', 'Marsh Tit': '230', 'Marsh Warbler': '231', 'Marsh-Willow Tit': '232', 'Meadow Pipit': '233', 'Mediterranean Gull': '234', 'Melodious Warbler': '235', 'Middle Spotted Woodpecker': '236', 'Mistle Thrush': '237', 'Monk Parakeet': '238', "Montagu's Harrier": '239', 'Moustached Warbler': '240', 'Mute Swan': '241', 'Northern Bald Ibis': '242', 'Northern Gannet': '243', 'Northern Lapwing': '244', 'Northern Mockingbird': '245', 'Northern Nutcracker': '246', 'Northern Pintail': '247', 'Northern Shoveler': '248', 'Northern Wheatear': '249', 'Olive-backed Pipit': '250', 'Oriental Turtle-Dove': '251', 'Ortolan Bunting': '252', 'Osprey': '253', "Pallas's Leaf Warbler": '254', 'Parrot Crossbill': '255', 'Parrot-Red Crossbill': '256', 'Peregrine Falcon': '257', 'Peregrine Falcon (Eurasian)': '258', 'Phylloscopus sp.': '259', 'Pink-footed Goose': '260', 'Plum-headed Parakeet': '261', 'Purple Heron': '262', 'Red Crossbill': '263', 'Red Crossbill (Bohemian or type B)': '264', 'Red Crossbill (Glip or type C)': '265', 'Red Crossbill (Parakeet or type X)': '266', 'Red Crossbill (Phantom or type D)': '267', 'Red Crossbill (Wandering or type A)': '268', 'Red Kite': '269', 'Red Kite (Red)': '270', 'Red Phalarope': '271', 'Red-backed Shrike': '272', 'Red-breasted Flycatcher': '273', 'Red-breasted Nuthatch': '274', 'Red-necked Grebe': '275', 'Red-throated Loon': '276', 'Red-throated Pipit': '277', 'Redpoll': '278', 'Redpoll (Common)': '279', 'Redpoll (Common-Lesser)': '280', 'Redpoll (Lesser)': '281', 'Redwing': '282', 'Redwing (Eurasian)': '283', 'Reed Bunting': '284', "Richard's Pipit": '285', 'Ring Ouzel': '286', 'Ring Ouzel (Alpine)': '287', 'Ring Ouzel (Northern)': '288', 'Ring-necked Pheasant': '289', 'River Warbler': '290', 'Rock Bunting': '291', 'Rock Pigeon (Feral Pigeon)': '292', 'Rock Pipit': '293', 'Rock Ptarmigan': '294', 'Rook': '295', 'Rose-ringed Parakeet': '296', 'Ruddy Shelduck': '297', 'Ruddy Turnstone': '298', 'Sanderling': '299', 'Sandwich Tern': '300', "Savi's Warbler": '301', 'Sedge Warbler': '302', 'Short-eared Owl': '303', 'Short-eared Owl (Northern)': '304', 'Short-toed Treecreeper': '305', 'Snow Bunting': '306', 'Snow Goose': '307', 'Song Thrush': '308', 'Spectacled Warbler': '309', 'Spotted Crake': '310', 'Spotted Flycatcher': '311', 'Spotted Flycatcher (Spotted)': '312', 'Spotted Redshank': '313', 'Spotted Sandpiper': '314', 'Stock Dove': '315', 'Swan Goose (Domestic type)': '316', 'Sylvia-Curruca sp.': '317', 'Syrian Woodpecker': '318', 'Taiga-Tundra Bean-Goose': '319', 'Tawny Owl': '320', 'Tawny Pipit': '321', 'Thrush Nightingale': '322', 'Tree Pipit': '323', 'Tufted Duck': '324', 'Tundra Bean-Goose': '325', "Tundra Swan (Bewick's)": '326', 'Turdus sp.': '327', 'Turquoise-fronted Amazon': '328', 'Twite': '329', 'Water Pipit': '330', 'Water Rail': '331', 'Western Barn Owl': '332', 'Western Barn Owl (Eurasian)': '333', "Western Bonelli's Warbler": '334', 'Western 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+2025-02-11 10:21:20,770 INFO    MainThread:31 [wandb_config.py:__setitem__():154] config set model/num_parameters = 23787263 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7afd01e511e0>>
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+2025-02-11 10:28:06,413 INFO    MainThread:31 [wandb_run.py:_config_callback():1253] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['HubertModel'], 'finetuning_task': None, 'id2label': {'0': 'Acrocephalus sp.', '1': 'Alexandrine Parakeet', '2': 'Alpine Accentor', '3': 'Alpine Swift', '4': 'Anser sp.', '5': 'Aquatic Warbler', '6': 'Arctic Loon', '7': 'Bank Swallow', '8': 'Bar-headed Goose', '9': 'Barn Swallow', '10': 'Barn Swallow (White-bellied)', '11': 'Barnacle Goose', '12': 'Barred Warbler', '13': 'Bearded Reedling', '14': 'Black Guillemot', '15': 'Black Kite', '16': 'Black Redstart', '17': 'Black Redstart (Western)', '18': 'Black Swan', '19': 'Black Tern', '20': 'Black Tern (Eurasian)', '21': 'Black Woodpecker', '22': 'Black-bellied Plover', '23': 'Black-crowned Night Heron', '24': 'Black-headed Gull', '25': 'Black-tailed Godwit', '26': 'Black-winged Stilt', '27': 'Bluethroat', '28': 'Bluethroat (White-spotted)', '29': "Blyth's Reed Warbler", '30': 'Bohemian Waxwing', '31': 'Booted Warbler', '32': 'Boreal Owl', '33': "Boreal Owl (Tengmalm's)", '34': 'Brambling', '35': 'Canada Goose', '36': 'Canada Goose (canadensis Group)', '37': 'Carrion Crow', '38': 'Carrion Crow (Western)', '39': 'Carrion-Hooded Crow', '40': 'Caspian Gull', '41': 'Caspian Tern', '42': 'Caspian-European Herring-Yellow-legged Gull', '43': "Cetti's Warbler", '44': 'Cirl Bunting', '45': 'Citril Finch', '46': 'Citrine Wagtail', '47': 'Coal Tit', '48': 'Coal Tit (Continental)', '49': 'Cockatiel (Domestic type)', '50': 'Collared Flycatcher', '51': 'Common Buzzard', '52': 'Common Chaffinch', '53': 'Common Chaffinch-Brambling', '54': 'Common Chiffchaff', '55': 'Common Chiffchaff (Common)', '56': 'Common Chiffchaff (Siberian)', '57': 'Common Crane', '58': 'Common Cuckoo', '59': 'Common Eider', '60': 'Common Firecrest', '61': 'Common Goldeneye', '62': 'Common Grasshopper Warbler', '63': 'Common Greenshank', '64': 'Common Gull', '65': 'Common Kingfisher', '66': 'Common Loon', '67': 'Common Merganser', '68': 'Common Merganser (Eurasian)', '69': 'Common Nightingale', '70': 'Common Nightingale (megarhynchos-africana)', '71': 'Common Pochard', '72': 'Common Quail', '73': 'Common Raven', '74': 'Common Redshank', '75': 'Common Redstart', '76': 'Common Redstart (Common)', '77': 'Common Reed Warbler', '78': 'Common Reed Warbler (Common)', '79': 'Common Ringed Plover', '80': 'Common Rosefinch', '81': 'Common Sandpiper', '82': 'Common Snipe', '83': 'Common Swift', '84': 'Common Tern', '85': 'Common Tern (hirundo-tibetana)', '86': 'Common Wood-Pigeon', '87': 'Common Wood-Pigeon (White-necked)', '88': 'Common-Iberian Chiffchaff', '89': 'Corn Bunting', '90': 'Corn Crake', '91': 'Crested Lark', '92': 'Crested Lark (Crested)', '93': 'Crested Tit', '94': 'Domestic goose sp. (Domestic type)', '95': 'Dunlin', '96': 'Dunnock', '97': 'Dusky Thrush', '98': 'Dusky Warbler', '99': 'Eared Grebe', '100': 'Eastern Subalpine Warbler', '101': 'Eastern Yellow Wagtail', '102': 'Egyptian Goose', '103': 'Emberiza sp.', '104': 'Eurasian Bittern', '105': 'Eurasian Blackbird', '106': 'Eurasian Blackcap', '107': 'Eurasian Blue Tit', '108': 'Eurasian Bullfinch', '109': 'Eurasian Bullfinch (Eurasian)', '110': 'Eurasian Collared-Dove', '111': 'Eurasian Coot', '112': 'Eurasian Curlew', '113': 'Eurasian Dotterel', '114': 'Eurasian Golden Oriole', '115': 'Eurasian Goshawk', '116': 'Eurasian Green Woodpecker', '117': 'Eurasian Green Woodpecker (Eurasian)', '118': 'Eurasian Hobby', '119': 'Eurasian Hoopoe', '120': 'Eurasian Jackdaw', '121': 'Eurasian Jay', '122': 'Eurasian Jay (Eurasian)', '123': 'Eurasian Kestrel', '124': 'Eurasian Linnet', '125': 'Eurasian Magpie', '126': 'Eurasian Magpie (Eurasian)', '127': 'Eurasian Moorhen', '128': 'Eurasian Nightjar', '129': 'Eurasian Nuthatch', '130': 'Eurasian Nuthatch (Western)', '131': 'Eurasian Oystercatcher', '132': 'Eurasian Oystercatcher (Western)', '133': 'Eurasian Penduline-Tit', '134': 'Eurasian Pygmy-Owl', '135': 'Eurasian Siskin', '136': 'Eurasian Skylark', '137': 'Eurasian Skylark (European)', '138': 'Eurasian Sparrowhawk', '139': 'Eurasian Spoonbill', '140': 'Eurasian Three-toed Woodpecker', '141': 'Eurasian Three-toed Woodpecker (Eurasian)', '142': 'Eurasian Tree Sparrow', '143': 'Eurasian Treecreeper', '144': 'Eurasian Wigeon', '145': 'Eurasian Woodcock', '146': 'Eurasian Wren', '147': 'Eurasian Wren (Eurasian)', '148': 'Eurasian Wryneck', '149': 'Eurasian-Short-toed Treecreeper', '150': 'European Bee-eater', '151': 'European Golden-Plover', '152': 'European Goldfinch', '153': 'European Greenfinch', '154': 'European Herring Gull', '155': 'European Honey-buzzard', '156': 'European Pied Flycatcher', '157': 'European Robin', '158': 'European Serin', '159': 'European Starling', '160': 'European Stonechat', '161': 'European Turtle-Dove', '162': 'Ficedula sp.', '163': 'Fieldfare', '164': 'Gadwall', '165': 'Garden Warbler', '166': 'Garganey', '167': 'Goldcrest', '168': 'Goldcrest-Common Firecrest', '169': 'Gray Heron', '170': 'Gray Partridge', '171': 'Gray Wagtail', '172': 'Gray-headed Woodpecker', '173': 'Gray-headed Woodpecker (Gray-headed)', '174': 'Gray-headed-Eurasian Green Woodpecker', '175': 'Graylag Goose', '176': 'Graylag Goose (European)', '177': 'Graylag x Canada Goose (hybrid)', '178': 'Great Cormorant', '179': 'Great Cormorant (Eurasian)', '180': 'Great Crested Grebe', '181': 'Great Egret', '182': 'Great Gray Shrike', '183': 'Great Reed Warbler', '184': 'Great Snipe', '185': 'Great Spotted Woodpecker', '186': 'Great Spotted Woodpecker (Great Spotted)', '187': 'Great Tit', '188': 'Great Tit (Great)', '189': 'Greater White-fronted Goose', '190': 'Greater White-fronted Goose (Eurasian)', '191': 'Greater Whitethroat', '192': 'Green Sandpiper', '193': 'Green-winged Teal', '194': 'Green-winged Teal (Eurasian)', '195': 'Greenish Warbler', '196': 'Hawfinch', '197': 'Hazel Grouse', '198': 'Helopsaltes-Locustella sp.', '199': 'Hooded Crow', '200': 'House Sparrow', '201': 'House-Eurasian Tree Sparrow', '202': "Hume's Warbler", '203': 'Iberian Chiffchaff', '204': 'Iceland Gull', '205': 'Icterine Warbler', '206': 'Lapland Longspur', '207': 'Larus sp.', '208': 'Lesser Black-backed Gull', '209': 'Lesser Spotted Woodpecker', '210': 'Lesser Whitethroat', '211': 'Lesser Whitethroat (Lesser)', '212': 'Lesser Whitethroat (curruca-blythi)', '213': 'Little Bittern', '214': 'Little Bunting', '215': 'Little Crake', '216': 'Little Grebe', '217': 'Little Grebe (Little)', '218': 'Little Owl', '219': 'Little Owl (Little)', '220': 'Little Ringed Plover', '221': 'Little Ringed Plover (curonicus)', '222': 'Long-billed Dowitcher', '223': 'Long-eared Owl', '224': 'Long-eared Owl (Eurasian)', '225': 'Long-tailed Duck', '226': 'Long-tailed Tit', '227': 'Long-tailed Tit (europaeus Group)', '228': 'Mallard', '229': 'Mandarin Duck', '230': 'Marsh Tit', '231': 'Marsh Warbler', '232': 'Marsh-Willow Tit', '233': 'Meadow Pipit', '234': 'Mediterranean Gull', '235': 'Melodious Warbler', '236': 'Middle Spotted Woodpecker', '237': 'Mistle Thrush', '238': 'Monk Parakeet', '239': "Montagu's Harrier", '240': 'Moustached Warbler', '241': 'Mute Swan', '242': 'Northern Bald Ibis', '243': 'Northern Gannet', '244': 'Northern Lapwing', '245': 'Northern Mockingbird', '246': 'Northern Nutcracker', '247': 'Northern Pintail', '248': 'Northern Shoveler', '249': 'Northern Wheatear', '250': 'Olive-backed Pipit', '251': 'Oriental Turtle-Dove', '252': 'Ortolan Bunting', '253': 'Osprey', '254': "Pallas's Leaf Warbler", '255': 'Parrot Crossbill', '256': 'Parrot-Red Crossbill', '257': 'Peregrine Falcon', '258': 'Peregrine Falcon (Eurasian)', '259': 'Phylloscopus sp.', '260': 'Pink-footed Goose', '261': 'Plum-headed Parakeet', '262': 'Purple Heron', '263': 'Red Crossbill', '264': 'Red Crossbill (Bohemian or type B)', '265': 'Red Crossbill (Glip or type C)', '266': 'Red Crossbill (Parakeet or type X)', '267': 'Red Crossbill (Phantom or type D)', '268': 'Red Crossbill (Wandering or type A)', '269': 'Red Kite', '270': 'Red Kite (Red)', '271': 'Red Phalarope', '272': 'Red-backed Shrike', '273': 'Red-breasted Flycatcher', '274': 'Red-breasted Nuthatch', '275': 'Red-necked Grebe', '276': 'Red-throated Loon', '277': 'Red-throated Pipit', '278': 'Redpoll', '279': 'Redpoll (Common)', '280': 'Redpoll (Common-Lesser)', '281': 'Redpoll (Lesser)', '282': 'Redwing', '283': 'Redwing (Eurasian)', '284': 'Reed Bunting', '285': "Richard's Pipit", '286': 'Ring Ouzel', '287': 'Ring Ouzel (Alpine)', '288': 'Ring Ouzel (Northern)', '289': 'Ring-necked Pheasant', '290': 'River Warbler', '291': 'Rock Bunting', '292': 'Rock Pigeon (Feral Pigeon)', '293': 'Rock Pipit', '294': 'Rock Ptarmigan', '295': 'Rook', '296': 'Rose-ringed Parakeet', '297': 'Ruddy Shelduck', '298': 'Ruddy Turnstone', '299': 'Sanderling', '300': 'Sandwich Tern', '301': "Savi's Warbler", '302': 'Sedge Warbler', '303': 'Short-eared Owl', '304': 'Short-eared Owl (Northern)', '305': 'Short-toed Treecreeper', '306': 'Snow Bunting', '307': 'Snow Goose', '308': 'Song Thrush', '309': 'Spectacled Warbler', '310': 'Spotted Crake', '311': 'Spotted Flycatcher', '312': 'Spotted Flycatcher (Spotted)', '313': 'Spotted Redshank', '314': 'Spotted Sandpiper', '315': 'Stock Dove', '316': 'Swan Goose (Domestic type)', '317': 'Sylvia-Curruca sp.', '318': 'Syrian Woodpecker', '319': 'Taiga-Tundra Bean-Goose', '320': 'Tawny Owl', '321': 'Tawny Pipit', '322': 'Thrush Nightingale', '323': 'Tree Pipit', '324': 'Tufted Duck', '325': 'Tundra Bean-Goose', '326': "Tundra Swan (Bewick's)", '327': 'Turdus sp.', '328': 'Turquoise-fronted Amazon', '329': 'Twite', '330': 'Water Pipit', '331': 'Water Rail', '332': 'Western Barn Owl', '333': 'Western Barn Owl (Eurasian)', '334': "Western Bonelli's Warbler", '335': 'Western Capercaillie', '336': 'Western House-Martin', '337': 'Western Marsh Harrier', '338': 'Western Yellow Wagtail', '339': 'Western Yellow Wagtail (flava)', '340': 'Western Yellow Wagtail (flava-beema)', '341': 'Western Yellow Wagtail (flavissima)', '342': 'Whimbrel', '343': 'Whimbrel (European)', '344': 'Whinchat', '345': 'Whiskered Tern', '346': 'White Stork', '347': 'White Wagtail', '348': 'White Wagtail (White-faced)', '349': 'White-backed Woodpecker', '350': 'White-backed Woodpecker (White-backed)', '351': 'White-faced Whistling-Duck', '352': 'White-tailed Eagle', '353': 'White-throated Dipper', '354': 'Whooper Swan', '355': 'Willow Tit', '356': 'Willow Tit (Willow)', '357': 'Willow Warbler', '358': 'Willow Warbler-Common Chiffchaff', '359': 'Wood Duck', '360': 'Wood Lark', '361': 'Wood Sandpiper', '362': 'Wood Warbler', '363': 'Yellow-billed Chough', '364': 'Yellow-browed Warbler', '365': 'Yellow-headed Amazon', '366': 'Yellow-legged Gull', '367': 'Yellow-legged Gull (michahellis)', '368': 'Yellowhammer', '369': 'Zitting Cisticola', '370': 'bird sp.', '371': 'crow sp.', '372': 'crow-raven sp.', '373': 'duck sp.', '374': 'falcon sp.', '375': 'finch sp.', '376': 'goose sp.', '377': 'gull sp.', '378': 'lark sp.', '379': 'owl sp.', '380': 'passerine sp.', '381': 'redstart sp.', '382': 'woodpecker sp.'}, 'label2id': {'Acrocephalus sp.': '0', 'Alexandrine Parakeet': '1', 'Alpine Accentor': '2', 'Alpine Swift': '3', 'Anser sp.': '4', 'Aquatic Warbler': '5', 'Arctic Loon': '6', 'Bank Swallow': '7', 'Bar-headed Goose': '8', 'Barn Swallow': '9', 'Barn Swallow (White-bellied)': '10', 'Barnacle Goose': '11', 'Barred Warbler': '12', 'Bearded Reedling': '13', 'Black Guillemot': '14', 'Black Kite': '15', 'Black Redstart': '16', 'Black Redstart (Western)': '17', 'Black Swan': '18', 'Black Tern': '19', 'Black Tern (Eurasian)': '20', 'Black Woodpecker': '21', 'Black-bellied Plover': '22', 'Black-crowned Night Heron': '23', 'Black-headed Gull': '24', 'Black-tailed Godwit': '25', 'Black-winged Stilt': '26', 'Bluethroat': '27', 'Bluethroat (White-spotted)': '28', "Blyth's Reed Warbler": '29', 'Bohemian Waxwing': '30', 'Booted Warbler': '31', 'Boreal Owl': '32', "Boreal Owl (Tengmalm's)": '33', 'Brambling': '34', 'Canada Goose': '35', 'Canada Goose (canadensis Group)': '36', 'Carrion Crow': '37', 'Carrion Crow (Western)': '38', 'Carrion-Hooded Crow': '39', 'Caspian Gull': '40', 'Caspian Tern': '41', 'Caspian-European Herring-Yellow-legged Gull': '42', "Cetti's Warbler": '43', 'Cirl Bunting': '44', 'Citril Finch': '45', 'Citrine Wagtail': '46', 'Coal Tit': '47', 'Coal Tit (Continental)': '48', 'Cockatiel (Domestic type)': '49', 'Collared Flycatcher': '50', 'Common Buzzard': '51', 'Common Chaffinch': '52', 'Common Chaffinch-Brambling': '53', 'Common Chiffchaff': '54', 'Common Chiffchaff (Common)': '55', 'Common Chiffchaff (Siberian)': '56', 'Common Crane': '57', 'Common Cuckoo': '58', 'Common Eider': '59', 'Common Firecrest': '60', 'Common Goldeneye': '61', 'Common Grasshopper Warbler': '62', 'Common Greenshank': '63', 'Common Gull': '64', 'Common Kingfisher': '65', 'Common Loon': '66', 'Common Merganser': '67', 'Common Merganser (Eurasian)': '68', 'Common Nightingale': '69', 'Common Nightingale (megarhynchos-africana)': '70', 'Common Pochard': '71', 'Common Quail': '72', 'Common Raven': '73', 'Common Redshank': '74', 'Common Redstart': '75', 'Common Redstart (Common)': '76', 'Common Reed Warbler': '77', 'Common Reed Warbler (Common)': '78', 'Common Ringed Plover': '79', 'Common Rosefinch': '80', 'Common Sandpiper': '81', 'Common Snipe': '82', 'Common Swift': '83', 'Common Tern': '84', 'Common Tern (hirundo-tibetana)': '85', 'Common Wood-Pigeon': '86', 'Common Wood-Pigeon (White-necked)': '87', 'Common-Iberian Chiffchaff': '88', 'Corn Bunting': '89', 'Corn Crake': '90', 'Crested Lark': '91', 'Crested Lark (Crested)': '92', 'Crested Tit': '93', 'Domestic goose sp. (Domestic type)': '94', 'Dunlin': '95', 'Dunnock': '96', 'Dusky Thrush': '97', 'Dusky Warbler': '98', 'Eared Grebe': '99', 'Eastern Subalpine Warbler': '100', 'Eastern Yellow Wagtail': '101', 'Egyptian Goose': '102', 'Emberiza sp.': '103', 'Eurasian Bittern': '104', 'Eurasian Blackbird': '105', 'Eurasian Blackcap': '106', 'Eurasian Blue Tit': '107', 'Eurasian Bullfinch': '108', 'Eurasian Bullfinch (Eurasian)': '109', 'Eurasian Collared-Dove': '110', 'Eurasian Coot': '111', 'Eurasian Curlew': '112', 'Eurasian Dotterel': '113', 'Eurasian Golden Oriole': '114', 'Eurasian Goshawk': '115', 'Eurasian Green Woodpecker': '116', 'Eurasian Green Woodpecker (Eurasian)': '117', 'Eurasian Hobby': '118', 'Eurasian Hoopoe': '119', 'Eurasian Jackdaw': '120', 'Eurasian Jay': '121', 'Eurasian Jay (Eurasian)': '122', 'Eurasian Kestrel': '123', 'Eurasian Linnet': '124', 'Eurasian Magpie': '125', 'Eurasian Magpie (Eurasian)': '126', 'Eurasian Moorhen': '127', 'Eurasian Nightjar': '128', 'Eurasian Nuthatch': '129', 'Eurasian Nuthatch (Western)': '130', 'Eurasian Oystercatcher': '131', 'Eurasian Oystercatcher (Western)': '132', 'Eurasian Penduline-Tit': '133', 'Eurasian Pygmy-Owl': '134', 'Eurasian Siskin': '135', 'Eurasian Skylark': '136', 'Eurasian Skylark (European)': '137', 'Eurasian Sparrowhawk': '138', 'Eurasian Spoonbill': '139', 'Eurasian Three-toed Woodpecker': '140', 'Eurasian Three-toed Woodpecker (Eurasian)': '141', 'Eurasian Tree Sparrow': '142', 'Eurasian Treecreeper': '143', 'Eurasian Wigeon': '144', 'Eurasian Woodcock': '145', 'Eurasian Wren': '146', 'Eurasian Wren (Eurasian)': '147', 'Eurasian Wryneck': '148', 'Eurasian-Short-toed Treecreeper': '149', 'European Bee-eater': '150', 'European Golden-Plover': '151', 'European Goldfinch': '152', 'European Greenfinch': '153', 'European Herring Gull': '154', 'European Honey-buzzard': '155', 'European Pied Flycatcher': '156', 'European Robin': '157', 'European Serin': '158', 'European Starling': '159', 'European Stonechat': '160', 'European Turtle-Dove': '161', 'Ficedula sp.': '162', 'Fieldfare': '163', 'Gadwall': '164', 'Garden Warbler': '165', 'Garganey': '166', 'Goldcrest': '167', 'Goldcrest-Common Firecrest': '168', 'Gray Heron': '169', 'Gray Partridge': '170', 'Gray Wagtail': '171', 'Gray-headed Woodpecker': '172', 'Gray-headed Woodpecker (Gray-headed)': '173', 'Gray-headed-Eurasian Green Woodpecker': '174', 'Graylag Goose': '175', 'Graylag Goose (European)': '176', 'Graylag x Canada Goose (hybrid)': '177', 'Great Cormorant': '178', 'Great Cormorant (Eurasian)': '179', 'Great Crested Grebe': '180', 'Great Egret': '181', 'Great Gray Shrike': '182', 'Great Reed Warbler': '183', 'Great Snipe': '184', 'Great Spotted Woodpecker': '185', 'Great Spotted Woodpecker (Great Spotted)': '186', 'Great Tit': '187', 'Great Tit (Great)': '188', 'Greater White-fronted Goose': '189', 'Greater White-fronted Goose (Eurasian)': '190', 'Greater Whitethroat': '191', 'Green Sandpiper': '192', 'Green-winged Teal': '193', 'Green-winged Teal (Eurasian)': '194', 'Greenish Warbler': '195', 'Hawfinch': '196', 'Hazel Grouse': '197', 'Helopsaltes-Locustella sp.': '198', 'Hooded Crow': '199', 'House Sparrow': '200', 'House-Eurasian Tree Sparrow': '201', "Hume's Warbler": '202', 'Iberian Chiffchaff': '203', 'Iceland Gull': '204', 'Icterine Warbler': '205', 'Lapland Longspur': '206', 'Larus sp.': '207', 'Lesser Black-backed Gull': '208', 'Lesser Spotted Woodpecker': '209', 'Lesser Whitethroat': '210', 'Lesser Whitethroat (Lesser)': '211', 'Lesser Whitethroat (curruca-blythi)': '212', 'Little Bittern': '213', 'Little Bunting': '214', 'Little Crake': '215', 'Little Grebe': '216', 'Little Grebe (Little)': '217', 'Little Owl': '218', 'Little Owl (Little)': '219', 'Little Ringed Plover': '220', 'Little Ringed Plover (curonicus)': '221', 'Long-billed Dowitcher': '222', 'Long-eared Owl': '223', 'Long-eared Owl (Eurasian)': '224', 'Long-tailed Duck': '225', 'Long-tailed Tit': '226', 'Long-tailed Tit (europaeus Group)': '227', 'Mallard': '228', 'Mandarin Duck': '229', 'Marsh Tit': '230', 'Marsh Warbler': '231', 'Marsh-Willow Tit': '232', 'Meadow Pipit': '233', 'Mediterranean Gull': '234', 'Melodious Warbler': '235', 'Middle Spotted Woodpecker': '236', 'Mistle Thrush': '237', 'Monk Parakeet': '238', "Montagu's Harrier": '239', 'Moustached Warbler': '240', 'Mute Swan': '241', 'Northern Bald Ibis': '242', 'Northern Gannet': '243', 'Northern Lapwing': '244', 'Northern Mockingbird': '245', 'Northern Nutcracker': '246', 'Northern Pintail': '247', 'Northern Shoveler': '248', 'Northern Wheatear': '249', 'Olive-backed Pipit': '250', 'Oriental Turtle-Dove': '251', 'Ortolan Bunting': '252', 'Osprey': '253', "Pallas's Leaf Warbler": '254', 'Parrot Crossbill': '255', 'Parrot-Red Crossbill': '256', 'Peregrine Falcon': '257', 'Peregrine Falcon (Eurasian)': '258', 'Phylloscopus sp.': '259', 'Pink-footed Goose': '260', 'Plum-headed Parakeet': '261', 'Purple Heron': '262', 'Red Crossbill': '263', 'Red Crossbill (Bohemian or type B)': '264', 'Red Crossbill (Glip or type C)': '265', 'Red Crossbill (Parakeet or type X)': '266', 'Red Crossbill (Phantom or type D)': '267', 'Red Crossbill (Wandering or type A)': '268', 'Red Kite': '269', 'Red Kite (Red)': '270', 'Red Phalarope': '271', 'Red-backed Shrike': '272', 'Red-breasted Flycatcher': '273', 'Red-breasted Nuthatch': '274', 'Red-necked Grebe': '275', 'Red-throated Loon': '276', 'Red-throated Pipit': '277', 'Redpoll': '278', 'Redpoll (Common)': '279', 'Redpoll (Common-Lesser)': '280', 'Redpoll (Lesser)': '281', 'Redwing': '282', 'Redwing (Eurasian)': '283', 'Reed Bunting': '284', "Richard's Pipit": '285', 'Ring Ouzel': '286', 'Ring Ouzel (Alpine)': '287', 'Ring Ouzel (Northern)': '288', 'Ring-necked Pheasant': '289', 'River Warbler': '290', 'Rock Bunting': '291', 'Rock Pigeon (Feral Pigeon)': '292', 'Rock Pipit': '293', 'Rock Ptarmigan': '294', 'Rook': '295', 'Rose-ringed Parakeet': '296', 'Ruddy Shelduck': '297', 'Ruddy Turnstone': '298', 'Sanderling': '299', 'Sandwich Tern': '300', "Savi's Warbler": '301', 'Sedge Warbler': '302', 'Short-eared Owl': '303', 'Short-eared Owl (Northern)': '304', 'Short-toed Treecreeper': '305', 'Snow Bunting': '306', 'Snow Goose': '307', 'Song Thrush': '308', 'Spectacled Warbler': '309', 'Spotted Crake': '310', 'Spotted Flycatcher': '311', 'Spotted Flycatcher (Spotted)': '312', 'Spotted Redshank': '313', 'Spotted Sandpiper': '314', 'Stock Dove': '315', 'Swan Goose (Domestic type)': '316', 'Sylvia-Curruca sp.': '317', 'Syrian Woodpecker': '318', 'Taiga-Tundra Bean-Goose': '319', 'Tawny Owl': '320', 'Tawny Pipit': '321', 'Thrush Nightingale': '322', 'Tree Pipit': '323', 'Tufted Duck': '324', 'Tundra Bean-Goose': '325', "Tundra Swan (Bewick's)": '326', 'Turdus sp.': '327', 'Turquoise-fronted Amazon': '328', 'Twite': '329', 'Water Pipit': '330', 'Water Rail': '331', 'Western Barn Owl': '332', 'Western Barn Owl (Eurasian)': '333', "Western Bonelli's Warbler": '334', 'Western Capercaillie': '335', 'Western House-Martin': '336', 'Western Marsh Harrier': '337', 'Western Yellow Wagtail': '338', 'Western Yellow Wagtail (flava)': '339', 'Western Yellow Wagtail (flava-beema)': '340', 'Western Yellow Wagtail (flavissima)': '341', 'Whimbrel': '342', 'Whimbrel (European)': '343', 'Whinchat': '344', 'Whiskered Tern': '345', 'White Stork': '346', 'White Wagtail': '347', 'White Wagtail (White-faced)': '348', 'White-backed Woodpecker': '349', 'White-backed Woodpecker (White-backed)': '350', 'White-faced Whistling-Duck': '351', 'White-tailed Eagle': '352', 'White-throated Dipper': '353', 'Whooper Swan': '354', 'Willow Tit': '355', 'Willow Tit (Willow)': '356', 'Willow Warbler': '357', 'Willow Warbler-Common Chiffchaff': '358', 'Wood Duck': '359', 'Wood Lark': '360', 'Wood Sandpiper': '361', 'Wood Warbler': '362', 'Yellow-billed Chough': '363', 'Yellow-browed Warbler': '364', 'Yellow-headed Amazon': '365', 'Yellow-legged Gull': '366', 'Yellow-legged Gull (michahellis)': '367', 'Yellowhammer': '368', 'Zitting Cisticola': '369', 'bird sp.': '370', 'crow sp.': '371', 'crow-raven sp.': '372', 'duck sp.': '373', 'falcon sp.': '374', 'finch sp.': '375', 'goose sp.': '376', 'gull sp.': '377', 'lark sp.': '378', 'owl sp.': '379', 'passerine sp.': '380', 'redstart sp.': '381', 'woodpecker sp.': '382'}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'ntu-spml/distilhubert', '_attn_implementation_autoset': True, 'transformers_version': '4.47.0', 'model_type': 'hubert', 'num_feat_extract_layers': 7, 'hidden_size': 768, 'feat_extract_norm': 'group', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': False, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 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'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'use_liger_kernel': False, 'eval_use_gather_object': False, 'average_tokens_across_devices': False}
+2025-02-11 10:28:06,418 INFO    MainThread:31 [wandb_config.py:__setitem__():154] config set model/num_parameters = 23787263 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7afd01e511e0>>
+2025-02-11 10:28:06,418 INFO    MainThread:31 [wandb_run.py:_config_callback():1253] config_cb model/num_parameters 23787263 None

wandb/run-20250211_102114-5suispg2/files/output.log

@@ -0,0 +1,2 @@
+/usr/local/lib/python3.10/dist-packages/transformers/training_args.py:1575: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of 🤗 Transformers. Use `eval_strategy` instead
+  warnings.warn(

wandb/run-20250211_102114-5suispg2/files/requirements.txt

@@ -0,0 +1,843 @@
+evaluate==0.4.3
+wandb==0.19.6
+protobuf==3.20.3
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+datasets==3.2.0
+in-toto-attestation==0.9.3
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+id==1.5.0
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(Domestic type)', '95': 'Dunlin', '96': 'Dunnock', '97': 'Dusky Thrush', '98': 'Dusky Warbler', '99': 'Eared Grebe', '100': 'Eastern Subalpine Warbler', '101': 'Eastern Yellow Wagtail', '102': 'Egyptian Goose', '103': 'Emberiza sp.', '104': 'Eurasian Bittern', '105': 'Eurasian Blackbird', '106': 'Eurasian Blackcap', '107': 'Eurasian Blue Tit', '108': 'Eurasian Bullfinch', '109': 'Eurasian Bullfinch (Eurasian)', '110': 'Eurasian Collared-Dove', '111': 'Eurasian Coot', '112': 'Eurasian Curlew', '113': 'Eurasian Dotterel', '114': 'Eurasian Golden Oriole', '115': 'Eurasian Goshawk', '116': 'Eurasian Green Woodpecker', '117': 'Eurasian Green Woodpecker (Eurasian)', '118': 'Eurasian Hobby', '119': 'Eurasian Hoopoe', '120': 'Eurasian Jackdaw', '121': 'Eurasian Jay', '122': 'Eurasian Jay (Eurasian)', '123': 'Eurasian Kestrel', '124': 'Eurasian Linnet', '125': 'Eurasian Magpie', '126': 'Eurasian Magpie (Eurasian)', '127': 'Eurasian Moorhen', '128': 'Eurasian Nightjar', '129': 'Eurasian Nuthatch', '130': 'Eurasian Nuthatch (Western)', '131': 'Eurasian Oystercatcher', '132': 'Eurasian Oystercatcher (Western)', '133': 'Eurasian Penduline-Tit', '134': 'Eurasian Pygmy-Owl', '135': 'Eurasian Siskin', '136': 'Eurasian Skylark', '137': 'Eurasian Skylark (European)', '138': 'Eurasian Sparrowhawk', '139': 'Eurasian Spoonbill', '140': 'Eurasian Three-toed Woodpecker', '141': 'Eurasian Three-toed Woodpecker (Eurasian)', '142': 'Eurasian Tree Sparrow', '143': 'Eurasian Treecreeper', '144': 'Eurasian Wigeon', '145': 'Eurasian Woodcock', '146': 'Eurasian Wren', '147': 'Eurasian Wren (Eurasian)', '148': 'Eurasian Wryneck', '149': 'Eurasian-Short-toed Treecreeper', '150': 'European Bee-eater', '151': 'European Golden-Plover', '152': 'European Goldfinch', '153': 'European Greenfinch', '154': 'European Herring Gull', '155': 'European Honey-buzzard', '156': 'European Pied Flycatcher', '157': 'European Robin', '158': 'European Serin', '159': 'European Starling', '160': 'European Stonechat', '161': 'European Turtle-Dove', '162': 'Ficedula sp.', '163': 'Fieldfare', '164': 'Gadwall', '165': 'Garden Warbler', '166': 'Garganey', '167': 'Goldcrest', '168': 'Goldcrest-Common Firecrest', '169': 'Gray Heron', '170': 'Gray Partridge', '171': 'Gray Wagtail', '172': 'Gray-headed Woodpecker', '173': 'Gray-headed Woodpecker (Gray-headed)', '174': 'Gray-headed-Eurasian Green Woodpecker', '175': 'Graylag Goose', '176': 'Graylag Goose (European)', '177': 'Graylag x Canada Goose (hybrid)', '178': 'Great Cormorant', '179': 'Great Cormorant (Eurasian)', '180': 'Great Crested Grebe', '181': 'Great Egret', '182': 'Great Gray Shrike', '183': 'Great Reed Warbler', '184': 'Great Snipe', '185': 'Great Spotted Woodpecker', '186': 'Great Spotted Woodpecker (Great Spotted)', '187': 'Great Tit', '188': 'Great Tit (Great)', '189': 'Greater White-fronted Goose', '190': 'Greater White-fronted Goose (Eurasian)', '191': 'Greater Whitethroat', '192': 'Green Sandpiper', '193': 'Green-winged Teal', '194': 'Green-winged Teal (Eurasian)', '195': 'Greenish Warbler', '196': 'Hawfinch', '197': 'Hazel Grouse', '198': 'Helopsaltes-Locustella sp.', '199': 'Hooded Crow', '200': 'House Sparrow', '201': 'House-Eurasian Tree Sparrow', '202': "Hume's Warbler", '203': 'Iberian Chiffchaff', '204': 'Iceland Gull', '205': 'Icterine Warbler', '206': 'Lapland Longspur', '207': 'Larus sp.', '208': 'Lesser Black-backed Gull', '209': 'Lesser Spotted Woodpecker', '210': 'Lesser Whitethroat', '211': 'Lesser Whitethroat (Lesser)', '212': 'Lesser Whitethroat (curruca-blythi)', '213': 'Little Bittern', '214': 'Little Bunting', '215': 'Little Crake', '216': 'Little Grebe', '217': 'Little Grebe (Little)', '218': 'Little Owl', '219': 'Little Owl (Little)', '220': 'Little Ringed Plover', '221': 'Little Ringed Plover (curonicus)', '222': 'Long-billed Dowitcher', '223': 'Long-eared Owl', '224': 'Long-eared Owl (Eurasian)', '225': 'Long-tailed Duck', '226': 'Long-tailed Tit', '227': 'Long-tailed Tit (europaeus Group)', '228': 'Mallard', '229': 'Mandarin Duck', '230': 'Marsh Tit', '231': 'Marsh Warbler', '232': 'Marsh-Willow Tit', '233': 'Meadow Pipit', '234': 'Mediterranean Gull', '235': 'Melodious Warbler', '236': 'Middle Spotted Woodpecker', '237': 'Mistle Thrush', '238': 'Monk Parakeet', '239': "Montagu's Harrier", '240': 'Moustached Warbler', '241': 'Mute Swan', '242': 'Northern Bald Ibis', '243': 'Northern Gannet', '244': 'Northern Lapwing', '245': 'Northern Mockingbird', '246': 'Northern Nutcracker', '247': 'Northern Pintail', '248': 'Northern Shoveler', '249': 'Northern Wheatear', '250': 'Olive-backed Pipit', '251': 'Oriental Turtle-Dove', '252': 'Ortolan Bunting', '253': 'Osprey', '254': "Pallas's Leaf Warbler", '255': 'Parrot Crossbill', '256': 'Parrot-Red Crossbill', '257': 'Peregrine Falcon', '258': 'Peregrine Falcon (Eurasian)', '259': 'Phylloscopus sp.', '260': 'Pink-footed Goose', '261': 'Plum-headed Parakeet', '262': 'Purple Heron', '263': 'Red Crossbill', '264': 'Red Crossbill (Bohemian or type B)', '265': 'Red Crossbill (Glip or type C)', '266': 'Red Crossbill (Parakeet or type X)', '267': 'Red Crossbill (Phantom or type D)', '268': 'Red Crossbill (Wandering or type A)', '269': 'Red Kite', '270': 'Red Kite (Red)', '271': 'Red Phalarope', '272': 'Red-backed Shrike', '273': 'Red-breasted Flycatcher', '274': 'Red-breasted Nuthatch', '275': 'Red-necked Grebe', '276': 'Red-throated Loon', '277': 'Red-throated Pipit', '278': 'Redpoll', '279': 'Redpoll (Common)', '280': 'Redpoll (Common-Lesser)', '281': 'Redpoll (Lesser)', '282': 'Redwing', '283': 'Redwing (Eurasian)', '284': 'Reed Bunting', '285': "Richard's Pipit", '286': 'Ring Ouzel', '287': 'Ring Ouzel (Alpine)', '288': 'Ring Ouzel (Northern)', '289': 'Ring-necked Pheasant', '290': 'River Warbler', '291': 'Rock Bunting', '292': 'Rock Pigeon (Feral Pigeon)', '293': 'Rock Pipit', '294': 'Rock Ptarmigan', '295': 'Rook', '296': 'Rose-ringed Parakeet', '297': 'Ruddy Shelduck', '298': 'Ruddy Turnstone', '299': 'Sanderling', '300': 'Sandwich Tern', '301': "Savi's Warbler", '302': 'Sedge Warbler', '303': 'Short-eared Owl', '304': 'Short-eared Owl (Northern)', '305': 'Short-toed Treecreeper', '306': 'Snow Bunting', '307': 'Snow Goose', '308': 'Song Thrush', '309': 'Spectacled Warbler', '310': 'Spotted Crake', '311': 'Spotted Flycatcher', '312': 'Spotted Flycatcher (Spotted)', '313': 'Spotted Redshank', '314': 'Spotted Sandpiper', '315': 'Stock Dove', '316': 'Swan Goose (Domestic type)', '317': 'Sylvia-Curruca sp.', '318': 'Syrian Woodpecker', '319': 'Taiga-Tundra Bean-Goose', '320': 'Tawny Owl', '321': 'Tawny Pipit', '322': 'Thrush Nightingale', '323': 'Tree Pipit', '324': 'Tufted Duck', '325': 'Tundra Bean-Goose', '326': "Tundra Swan (Bewick's)", '327': 'Turdus sp.', '328': 'Turquoise-fronted Amazon', '329': 'Twite', '330': 'Water Pipit', '331': 'Water Rail', '332': 'Western Barn Owl', '333': 'Western Barn Owl (Eurasian)', '334': "Western Bonelli's Warbler", '335': 'Western Capercaillie', '336': 'Western House-Martin', '337': 'Western Marsh Harrier', '338': 'Western Yellow Wagtail', '339': 'Western Yellow Wagtail (flava)', '340': 'Western Yellow Wagtail (flava-beema)', '341': 'Western Yellow Wagtail (flavissima)', '342': 'Whimbrel', '343': 'Whimbrel (European)', '344': 'Whinchat', '345': 'Whiskered Tern', '346': 'White Stork', '347': 'White Wagtail', '348': 'White Wagtail (White-faced)', '349': 'White-backed Woodpecker', '350': 'White-backed Woodpecker (White-backed)', '351': 'White-faced Whistling-Duck', '352': 'White-tailed Eagle', '353': 'White-throated Dipper', '354': 'Whooper Swan', '355': 'Willow Tit', '356': 'Willow Tit (Willow)', '357': 'Willow Warbler', '358': 'Willow Warbler-Common Chiffchaff', '359': 'Wood Duck', '360': 'Wood Lark', '361': 'Wood Sandpiper', '362': 'Wood Warbler', '363': 'Yellow-billed Chough', '364': 'Yellow-browed Warbler', '365': 'Yellow-headed Amazon', '366': 'Yellow-legged Gull', '367': 'Yellow-legged Gull (michahellis)', '368': 'Yellowhammer', '369': 'Zitting Cisticola', '370': 'bird sp.', '371': 'crow sp.', '372': 'crow-raven sp.', '373': 'duck sp.', '374': 'falcon sp.', '375': 'finch sp.', '376': 'goose sp.', '377': 'gull sp.', '378': 'lark sp.', '379': 'owl sp.', '380': 'passerine sp.', '381': 'redstart sp.', '382': 'woodpecker sp.'}, 'label2id': {'Acrocephalus sp.': '0', 'Alexandrine Parakeet': '1', 'Alpine Accentor': '2', 'Alpine Swift': '3', 'Anser sp.': '4', 'Aquatic Warbler': '5', 'Arctic Loon': '6', 'Bank Swallow': '7', 'Bar-headed Goose': '8', 'Barn Swallow': '9', 'Barn Swallow (White-bellied)': '10', 'Barnacle Goose': '11', 'Barred Warbler': '12', 'Bearded Reedling': '13', 'Black Guillemot': '14', 'Black Kite': '15', 'Black Redstart': '16', 'Black Redstart (Western)': '17', 'Black Swan': '18', 'Black Tern': '19', 'Black Tern (Eurasian)': '20', 'Black Woodpecker': '21', 'Black-bellied Plover': '22', 'Black-crowned Night Heron': '23', 'Black-headed Gull': '24', 'Black-tailed Godwit': '25', 'Black-winged Stilt': '26', 'Bluethroat': '27', 'Bluethroat (White-spotted)': '28', "Blyth's Reed Warbler": '29', 'Bohemian Waxwing': '30', 'Booted Warbler': '31', 'Boreal Owl': '32', "Boreal Owl (Tengmalm's)": '33', 'Brambling': '34', 'Canada Goose': '35', 'Canada Goose (canadensis Group)': '36', 'Carrion Crow': '37', 'Carrion Crow (Western)': '38', 'Carrion-Hooded Crow': '39', 'Caspian Gull': '40', 'Caspian Tern': '41', 'Caspian-European Herring-Yellow-legged Gull': '42', "Cetti's Warbler": '43', 'Cirl Bunting': '44', 'Citril Finch': '45', 'Citrine Wagtail': '46', 'Coal Tit': '47', 'Coal Tit (Continental)': '48', 'Cockatiel (Domestic type)': '49', 'Collared Flycatcher': '50', 'Common Buzzard': '51', 'Common Chaffinch': '52', 'Common Chaffinch-Brambling': '53', 'Common Chiffchaff': '54', 'Common Chiffchaff (Common)': '55', 'Common Chiffchaff (Siberian)': '56', 'Common Crane': '57', 'Common Cuckoo': '58', 'Common Eider': '59', 'Common Firecrest': '60', 'Common Goldeneye': '61', 'Common Grasshopper Warbler': '62', 'Common Greenshank': '63', 'Common Gull': '64', 'Common Kingfisher': '65', 'Common Loon': '66', 'Common Merganser': '67', 'Common Merganser (Eurasian)': '68', 'Common Nightingale': '69', 'Common Nightingale (megarhynchos-africana)': '70', 'Common Pochard': '71', 'Common Quail': '72', 'Common Raven': '73', 'Common Redshank': '74', 'Common Redstart': '75', 'Common Redstart (Common)': '76', 'Common Reed Warbler': '77', 'Common Reed Warbler (Common)': '78', 'Common Ringed Plover': '79', 'Common Rosefinch': '80', 'Common Sandpiper': '81', 'Common Snipe': '82', 'Common Swift': '83', 'Common Tern': '84', 'Common Tern (hirundo-tibetana)': '85', 'Common Wood-Pigeon': '86', 'Common Wood-Pigeon (White-necked)': '87', 'Common-Iberian Chiffchaff': '88', 'Corn Bunting': '89', 'Corn Crake': '90', 'Crested Lark': '91', 'Crested Lark (Crested)': '92', 'Crested Tit': '93', 'Domestic goose sp. (Domestic type)': '94', 'Dunlin': '95', 'Dunnock': '96', 'Dusky Thrush': '97', 'Dusky Warbler': '98', 'Eared Grebe': '99', 'Eastern Subalpine Warbler': '100', 'Eastern Yellow Wagtail': '101', 'Egyptian Goose': '102', 'Emberiza sp.': '103', 'Eurasian Bittern': '104', 'Eurasian Blackbird': '105', 'Eurasian Blackcap': '106', 'Eurasian Blue Tit': '107', 'Eurasian Bullfinch': '108', 'Eurasian Bullfinch (Eurasian)': '109', 'Eurasian Collared-Dove': '110', 'Eurasian Coot': '111', 'Eurasian Curlew': '112', 'Eurasian Dotterel': '113', 'Eurasian Golden Oriole': '114', 'Eurasian Goshawk': '115', 'Eurasian Green Woodpecker': '116', 'Eurasian Green Woodpecker (Eurasian)': '117', 'Eurasian Hobby': '118', 'Eurasian Hoopoe': '119', 'Eurasian Jackdaw': '120', 'Eurasian Jay': '121', 'Eurasian Jay (Eurasian)': '122', 'Eurasian Kestrel': '123', 'Eurasian Linnet': '124', 'Eurasian Magpie': '125', 'Eurasian Magpie (Eurasian)': '126', 'Eurasian Moorhen': '127', 'Eurasian Nightjar': '128', 'Eurasian Nuthatch': '129', 'Eurasian Nuthatch (Western)': '130', 'Eurasian Oystercatcher': '131', 'Eurasian Oystercatcher (Western)': '132', 'Eurasian Penduline-Tit': '133', 'Eurasian Pygmy-Owl': '134', 'Eurasian Siskin': '135', 'Eurasian Skylark': '136', 'Eurasian Skylark (European)': '137', 'Eurasian Sparrowhawk': '138', 'Eurasian Spoonbill': '139', 'Eurasian Three-toed Woodpecker': '140', 'Eurasian Three-toed Woodpecker (Eurasian)': '141', 'Eurasian Tree Sparrow': '142', 'Eurasian Treecreeper': '143', 'Eurasian Wigeon': '144', 'Eurasian Woodcock': '145', 'Eurasian Wren': '146', 'Eurasian Wren (Eurasian)': '147', 'Eurasian Wryneck': '148', 'Eurasian-Short-toed Treecreeper': '149', 'European Bee-eater': '150', 'European Golden-Plover': '151', 'European Goldfinch': '152', 'European Greenfinch': '153', 'European Herring Gull': '154', 'European Honey-buzzard': '155', 'European Pied Flycatcher': '156', 'European Robin': '157', 'European Serin': '158', 'European Starling': '159', 'European Stonechat': '160', 'European Turtle-Dove': '161', 'Ficedula sp.': '162', 'Fieldfare': '163', 'Gadwall': '164', 'Garden Warbler': '165', 'Garganey': '166', 'Goldcrest': '167', 'Goldcrest-Common Firecrest': '168', 'Gray Heron': '169', 'Gray Partridge': '170', 'Gray Wagtail': '171', 'Gray-headed Woodpecker': '172', 'Gray-headed Woodpecker (Gray-headed)': '173', 'Gray-headed-Eurasian Green Woodpecker': '174', 'Graylag Goose': '175', 'Graylag Goose (European)': '176', 'Graylag x Canada Goose (hybrid)': '177', 'Great Cormorant': '178', 'Great Cormorant (Eurasian)': '179', 'Great Crested Grebe': '180', 'Great Egret': '181', 'Great Gray Shrike': '182', 'Great Reed Warbler': '183', 'Great Snipe': '184', 'Great Spotted Woodpecker': '185', 'Great Spotted Woodpecker (Great Spotted)': '186', 'Great Tit': '187', 'Great Tit (Great)': '188', 'Greater White-fronted Goose': '189', 'Greater White-fronted Goose (Eurasian)': '190', 'Greater Whitethroat': '191', 'Green Sandpiper': '192', 'Green-winged Teal': '193', 'Green-winged Teal (Eurasian)': '194', 'Greenish Warbler': '195', 'Hawfinch': '196', 'Hazel Grouse': '197', 'Helopsaltes-Locustella sp.': '198', 'Hooded Crow': '199', 'House Sparrow': '200', 'House-Eurasian Tree Sparrow': '201', "Hume's Warbler": '202', 'Iberian Chiffchaff': '203', 'Iceland Gull': '204', 'Icterine Warbler': '205', 'Lapland Longspur': '206', 'Larus sp.': '207', 'Lesser Black-backed Gull': '208', 'Lesser Spotted Woodpecker': '209', 'Lesser Whitethroat': '210', 'Lesser Whitethroat (Lesser)': '211', 'Lesser Whitethroat (curruca-blythi)': '212', 'Little Bittern': '213', 'Little Bunting': '214', 'Little Crake': '215', 'Little Grebe': '216', 'Little Grebe (Little)': '217', 'Little Owl': '218', 'Little Owl (Little)': '219', 'Little Ringed Plover': '220', 'Little Ringed Plover (curonicus)': '221', 'Long-billed Dowitcher': '222', 'Long-eared Owl': '223', 'Long-eared Owl (Eurasian)': '224', 'Long-tailed Duck': '225', 'Long-tailed Tit': '226', 'Long-tailed Tit (europaeus Group)': '227', 'Mallard': '228', 'Mandarin Duck': '229', 'Marsh Tit': '230', 'Marsh Warbler': '231', 'Marsh-Willow Tit': '232', 'Meadow Pipit': '233', 'Mediterranean Gull': '234', 'Melodious Warbler': '235', 'Middle Spotted Woodpecker': '236', 'Mistle Thrush': '237', 'Monk Parakeet': '238', "Montagu's Harrier": '239', 'Moustached Warbler': '240', 'Mute Swan': '241', 'Northern Bald Ibis': '242', 'Northern Gannet': '243', 'Northern Lapwing': '244', 'Northern Mockingbird': '245', 'Northern Nutcracker': '246', 'Northern Pintail': '247', 'Northern Shoveler': '248', 'Northern Wheatear': '249', 'Olive-backed Pipit': '250', 'Oriental Turtle-Dove': '251', 'Ortolan Bunting': '252', 'Osprey': '253', "Pallas's Leaf Warbler": '254', 'Parrot Crossbill': '255', 'Parrot-Red Crossbill': '256', 'Peregrine Falcon': '257', 'Peregrine Falcon (Eurasian)': '258', 'Phylloscopus sp.': '259', 'Pink-footed Goose': '260', 'Plum-headed Parakeet': '261', 'Purple Heron': '262', 'Red Crossbill': '263', 'Red Crossbill (Bohemian or type B)': '264', 'Red Crossbill (Glip or type C)': '265', 'Red Crossbill (Parakeet or type X)': '266', 'Red Crossbill (Phantom or type D)': '267', 'Red Crossbill (Wandering or type A)': '268', 'Red Kite': '269', 'Red Kite (Red)': '270', 'Red Phalarope': '271', 'Red-backed Shrike': '272', 'Red-breasted Flycatcher': '273', 'Red-breasted Nuthatch': '274', 'Red-necked Grebe': '275', 'Red-throated Loon': '276', 'Red-throated Pipit': '277', 'Redpoll': '278', 'Redpoll (Common)': '279', 'Redpoll (Common-Lesser)': '280', 'Redpoll (Lesser)': '281', 'Redwing': '282', 'Redwing (Eurasian)': '283', 'Reed Bunting': '284', "Richard's Pipit": '285', 'Ring Ouzel': '286', 'Ring Ouzel (Alpine)': '287', 'Ring Ouzel (Northern)': '288', 'Ring-necked Pheasant': '289', 'River Warbler': '290', 'Rock Bunting': '291', 'Rock Pigeon (Feral Pigeon)': '292', 'Rock Pipit': '293', 'Rock Ptarmigan': '294', 'Rook': '295', 'Rose-ringed Parakeet': '296', 'Ruddy Shelduck': '297', 'Ruddy Turnstone': '298', 'Sanderling': '299', 'Sandwich Tern': '300', "Savi's Warbler": '301', 'Sedge Warbler': '302', 'Short-eared Owl': '303', 'Short-eared Owl (Northern)': '304', 'Short-toed Treecreeper': '305', 'Snow Bunting': '306', 'Snow Goose': '307', 'Song Thrush': '308', 'Spectacled Warbler': '309', 'Spotted Crake': '310', 'Spotted Flycatcher': '311', 'Spotted Flycatcher (Spotted)': '312', 'Spotted Redshank': '313', 'Spotted Sandpiper': '314', 'Stock Dove': '315', 'Swan Goose (Domestic type)': '316', 'Sylvia-Curruca sp.': '317', 'Syrian Woodpecker': '318', 'Taiga-Tundra Bean-Goose': '319', 'Tawny Owl': '320', 'Tawny Pipit': '321', 'Thrush Nightingale': '322', 'Tree Pipit': '323', 'Tufted Duck': '324', 'Tundra Bean-Goose': '325', "Tundra Swan (Bewick's)": '326', 'Turdus sp.': '327', 'Turquoise-fronted Amazon': '328', 'Twite': '329', 'Water Pipit': '330', 'Water Rail': '331', 'Western Barn Owl': '332', 'Western Barn Owl (Eurasian)': '333', "Western Bonelli's Warbler": '334', 'Western Capercaillie': '335', 'Western House-Martin': '336', 'Western Marsh Harrier': '337', 'Western Yellow Wagtail': '338', 'Western Yellow Wagtail (flava)': '339', 'Western Yellow Wagtail (flava-beema)': '340', 'Western Yellow Wagtail (flavissima)': '341', 'Whimbrel': '342', 'Whimbrel (European)': '343', 'Whinchat': '344', 'Whiskered Tern': '345', 'White Stork': '346', 'White Wagtail': '347', 'White Wagtail (White-faced)': '348', 'White-backed Woodpecker': '349', 'White-backed Woodpecker (White-backed)': '350', 'White-faced Whistling-Duck': '351', 'White-tailed Eagle': '352', 'White-throated Dipper': '353', 'Whooper Swan': '354', 'Willow Tit': '355', 'Willow Tit (Willow)': '356', 'Willow Warbler': '357', 'Willow Warbler-Common Chiffchaff': '358', 'Wood Duck': '359', 'Wood Lark': '360', 'Wood Sandpiper': '361', 'Wood Warbler': '362', 'Yellow-billed Chough': '363', 'Yellow-browed Warbler': '364', 'Yellow-headed Amazon': '365', 'Yellow-legged Gull': '366', 'Yellow-legged Gull (michahellis)': 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+2025-02-11 10:21:20,770 INFO    MainThread:31 [wandb_config.py:__setitem__():154] config set model/num_parameters = 23787263 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7afd01e511e0>>
+2025-02-11 10:21:20,770 INFO    MainThread:31 [wandb_run.py:_config_callback():1253] config_cb model/num_parameters 23787263 None
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+2025-02-11 10:27:58,365 INFO    MainThread:31 [wandb_init.py:_pause_backend():554] pausing backend
+2025-02-11 10:28:05,707 INFO    MainThread:31 [wandb_init.py:_resume_backend():559] resuming backend
+2025-02-11 10:28:06,413 INFO    MainThread:31 [wandb_run.py:_config_callback():1253] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['HubertModel'], 'finetuning_task': None, 'id2label': {'0': 'Acrocephalus sp.', '1': 'Alexandrine Parakeet', '2': 'Alpine Accentor', '3': 'Alpine Swift', '4': 'Anser sp.', '5': 'Aquatic Warbler', '6': 'Arctic Loon', '7': 'Bank Swallow', '8': 'Bar-headed Goose', '9': 'Barn Swallow', '10': 'Barn Swallow (White-bellied)', '11': 'Barnacle Goose', '12': 'Barred Warbler', '13': 'Bearded Reedling', '14': 'Black Guillemot', '15': 'Black Kite', '16': 'Black Redstart', '17': 'Black Redstart (Western)', '18': 'Black Swan', '19': 'Black Tern', '20': 'Black Tern (Eurasian)', '21': 'Black Woodpecker', '22': 'Black-bellied Plover', '23': 'Black-crowned Night Heron', '24': 'Black-headed Gull', '25': 'Black-tailed Godwit', '26': 'Black-winged Stilt', '27': 'Bluethroat', '28': 'Bluethroat (White-spotted)', '29': "Blyth's Reed Warbler", '30': 'Bohemian Waxwing', '31': 'Booted Warbler', '32': 'Boreal Owl', '33': "Boreal Owl (Tengmalm's)", '34': 'Brambling', '35': 'Canada Goose', '36': 'Canada Goose (canadensis Group)', '37': 'Carrion Crow', '38': 'Carrion Crow (Western)', '39': 'Carrion-Hooded Crow', '40': 'Caspian Gull', '41': 'Caspian Tern', '42': 'Caspian-European Herring-Yellow-legged Gull', '43': "Cetti's Warbler", '44': 'Cirl Bunting', '45': 'Citril Finch', '46': 'Citrine Wagtail', '47': 'Coal Tit', '48': 'Coal Tit (Continental)', '49': 'Cockatiel (Domestic type)', '50': 'Collared Flycatcher', '51': 'Common Buzzard', '52': 'Common Chaffinch', '53': 'Common Chaffinch-Brambling', '54': 'Common Chiffchaff', '55': 'Common Chiffchaff (Common)', '56': 'Common Chiffchaff (Siberian)', '57': 'Common Crane', '58': 'Common Cuckoo', '59': 'Common Eider', '60': 'Common Firecrest', '61': 'Common Goldeneye', '62': 'Common Grasshopper Warbler', '63': 'Common Greenshank', '64': 'Common Gull', '65': 'Common Kingfisher', '66': 'Common Loon', '67': 'Common Merganser', '68': 'Common Merganser (Eurasian)', '69': 'Common Nightingale', '70': 'Common Nightingale (megarhynchos-africana)', '71': 'Common Pochard', '72': 'Common Quail', '73': 'Common Raven', '74': 'Common Redshank', '75': 'Common Redstart', '76': 'Common Redstart (Common)', '77': 'Common Reed Warbler', '78': 'Common Reed Warbler (Common)', '79': 'Common Ringed Plover', '80': 'Common Rosefinch', '81': 'Common Sandpiper', '82': 'Common Snipe', '83': 'Common Swift', '84': 'Common Tern', '85': 'Common Tern (hirundo-tibetana)', '86': 'Common Wood-Pigeon', '87': 'Common Wood-Pigeon (White-necked)', '88': 'Common-Iberian Chiffchaff', '89': 'Corn Bunting', '90': 'Corn Crake', '91': 'Crested Lark', '92': 'Crested Lark (Crested)', '93': 'Crested Tit', '94': 'Domestic goose sp. (Domestic type)', '95': 'Dunlin', '96': 'Dunnock', '97': 'Dusky Thrush', '98': 'Dusky Warbler', '99': 'Eared Grebe', '100': 'Eastern Subalpine Warbler', '101': 'Eastern Yellow Wagtail', '102': 'Egyptian Goose', '103': 'Emberiza sp.', '104': 'Eurasian Bittern', '105': 'Eurasian Blackbird', '106': 'Eurasian Blackcap', '107': 'Eurasian Blue Tit', '108': 'Eurasian Bullfinch', '109': 'Eurasian Bullfinch (Eurasian)', '110': 'Eurasian Collared-Dove', '111': 'Eurasian Coot', '112': 'Eurasian Curlew', '113': 'Eurasian Dotterel', '114': 'Eurasian Golden Oriole', '115': 'Eurasian Goshawk', '116': 'Eurasian Green Woodpecker', '117': 'Eurasian Green Woodpecker (Eurasian)', '118': 'Eurasian Hobby', '119': 'Eurasian Hoopoe', '120': 'Eurasian Jackdaw', '121': 'Eurasian Jay', '122': 'Eurasian Jay (Eurasian)', '123': 'Eurasian Kestrel', '124': 'Eurasian Linnet', '125': 'Eurasian Magpie', '126': 'Eurasian Magpie (Eurasian)', '127': 'Eurasian Moorhen', '128': 'Eurasian Nightjar', '129': 'Eurasian Nuthatch', '130': 'Eurasian Nuthatch (Western)', '131': 'Eurasian Oystercatcher', '132': 'Eurasian Oystercatcher (Western)', '133': 'Eurasian Penduline-Tit', '134': 'Eurasian Pygmy-Owl', '135': 'Eurasian Siskin', '136': 'Eurasian Skylark', '137': 'Eurasian Skylark (European)', '138': 'Eurasian Sparrowhawk', '139': 'Eurasian Spoonbill', '140': 'Eurasian Three-toed Woodpecker', '141': 'Eurasian Three-toed Woodpecker (Eurasian)', '142': 'Eurasian Tree Sparrow', '143': 'Eurasian Treecreeper', '144': 'Eurasian Wigeon', '145': 'Eurasian Woodcock', '146': 'Eurasian Wren', '147': 'Eurasian Wren (Eurasian)', '148': 'Eurasian Wryneck', '149': 'Eurasian-Short-toed Treecreeper', '150': 'European Bee-eater', '151': 'European Golden-Plover', '152': 'European Goldfinch', '153': 'European Greenfinch', '154': 'European Herring Gull', '155': 'European Honey-buzzard', '156': 'European Pied Flycatcher', '157': 'European Robin', '158': 'European Serin', '159': 'European Starling', '160': 'European Stonechat', '161': 'European Turtle-Dove', '162': 'Ficedula sp.', '163': 'Fieldfare', '164': 'Gadwall', '165': 'Garden Warbler', '166': 'Garganey', '167': 'Goldcrest', '168': 'Goldcrest-Common Firecrest', '169': 'Gray Heron', '170': 'Gray Partridge', '171': 'Gray Wagtail', '172': 'Gray-headed Woodpecker', '173': 'Gray-headed Woodpecker (Gray-headed)', '174': 'Gray-headed-Eurasian Green Woodpecker', '175': 'Graylag Goose', '176': 'Graylag Goose (European)', '177': 'Graylag x Canada Goose (hybrid)', '178': 'Great Cormorant', '179': 'Great Cormorant (Eurasian)', '180': 'Great Crested Grebe', '181': 'Great Egret', '182': 'Great Gray Shrike', '183': 'Great Reed Warbler', '184': 'Great Snipe', '185': 'Great Spotted Woodpecker', '186': 'Great Spotted Woodpecker (Great Spotted)', '187': 'Great Tit', '188': 'Great Tit (Great)', '189': 'Greater White-fronted Goose', '190': 'Greater White-fronted Goose (Eurasian)', '191': 'Greater Whitethroat', '192': 'Green Sandpiper', '193': 'Green-winged Teal', '194': 'Green-winged Teal (Eurasian)', '195': 'Greenish Warbler', '196': 'Hawfinch', '197': 'Hazel Grouse', '198': 'Helopsaltes-Locustella sp.', '199': 'Hooded Crow', '200': 'House Sparrow', '201': 'House-Eurasian Tree Sparrow', '202': "Hume's Warbler", '203': 'Iberian Chiffchaff', '204': 'Iceland Gull', '205': 'Icterine Warbler', '206': 'Lapland Longspur', '207': 'Larus sp.', '208': 'Lesser Black-backed Gull', '209': 'Lesser Spotted Woodpecker', '210': 'Lesser Whitethroat', '211': 'Lesser Whitethroat (Lesser)', '212': 'Lesser Whitethroat (curruca-blythi)', '213': 'Little Bittern', '214': 'Little Bunting', '215': 'Little Crake', '216': 'Little Grebe', '217': 'Little Grebe (Little)', '218': 'Little Owl', '219': 'Little Owl (Little)', '220': 'Little Ringed Plover', '221': 'Little Ringed Plover (curonicus)', '222': 'Long-billed Dowitcher', '223': 'Long-eared Owl', '224': 'Long-eared Owl (Eurasian)', '225': 'Long-tailed Duck', '226': 'Long-tailed Tit', '227': 'Long-tailed Tit (europaeus Group)', '228': 'Mallard', '229': 'Mandarin Duck', '230': 'Marsh Tit', '231': 'Marsh Warbler', '232': 'Marsh-Willow Tit', '233': 'Meadow Pipit', '234': 'Mediterranean Gull', '235': 'Melodious Warbler', '236': 'Middle Spotted Woodpecker', '237': 'Mistle Thrush', '238': 'Monk Parakeet', '239': "Montagu's Harrier", '240': 'Moustached Warbler', '241': 'Mute Swan', '242': 'Northern Bald Ibis', '243': 'Northern Gannet', '244': 'Northern Lapwing', '245': 'Northern Mockingbird', '246': 'Northern Nutcracker', '247': 'Northern Pintail', '248': 'Northern Shoveler', '249': 'Northern Wheatear', '250': 'Olive-backed Pipit', '251': 'Oriental Turtle-Dove', '252': 'Ortolan Bunting', '253': 'Osprey', '254': "Pallas's Leaf Warbler", '255': 'Parrot Crossbill', '256': 'Parrot-Red Crossbill', '257': 'Peregrine Falcon', '258': 'Peregrine Falcon (Eurasian)', '259': 'Phylloscopus sp.', '260': 'Pink-footed Goose', '261': 'Plum-headed Parakeet', '262': 'Purple Heron', '263': 'Red Crossbill', '264': 'Red Crossbill (Bohemian or type B)', '265': 'Red Crossbill (Glip or type C)', '266': 'Red Crossbill (Parakeet or type X)', '267': 'Red Crossbill (Phantom or type D)', '268': 'Red Crossbill (Wandering or type A)', '269': 'Red Kite', '270': 'Red Kite (Red)', '271': 'Red Phalarope', '272': 'Red-backed Shrike', '273': 'Red-breasted Flycatcher', '274': 'Red-breasted Nuthatch', '275': 'Red-necked Grebe', '276': 'Red-throated Loon', '277': 'Red-throated Pipit', '278': 'Redpoll', '279': 'Redpoll (Common)', '280': 'Redpoll (Common-Lesser)', '281': 'Redpoll (Lesser)', '282': 'Redwing', '283': 'Redwing (Eurasian)', '284': 'Reed Bunting', '285': "Richard's Pipit", '286': 'Ring Ouzel', '287': 'Ring Ouzel (Alpine)', '288': 'Ring Ouzel (Northern)', '289': 'Ring-necked Pheasant', '290': 'River Warbler', '291': 'Rock Bunting', '292': 'Rock Pigeon (Feral Pigeon)', '293': 'Rock Pipit', '294': 'Rock Ptarmigan', '295': 'Rook', '296': 'Rose-ringed Parakeet', '297': 'Ruddy Shelduck', '298': 'Ruddy Turnstone', '299': 'Sanderling', '300': 'Sandwich Tern', '301': "Savi's Warbler", '302': 'Sedge Warbler', '303': 'Short-eared Owl', '304': 'Short-eared Owl (Northern)', '305': 'Short-toed Treecreeper', '306': 'Snow Bunting', '307': 'Snow Goose', '308': 'Song Thrush', '309': 'Spectacled Warbler', '310': 'Spotted Crake', '311': 'Spotted Flycatcher', '312': 'Spotted Flycatcher (Spotted)', '313': 'Spotted Redshank', '314': 'Spotted Sandpiper', '315': 'Stock Dove', '316': 'Swan Goose (Domestic type)', '317': 'Sylvia-Curruca sp.', '318': 'Syrian Woodpecker', '319': 'Taiga-Tundra Bean-Goose', '320': 'Tawny Owl', '321': 'Tawny Pipit', '322': 'Thrush Nightingale', '323': 'Tree Pipit', '324': 'Tufted Duck', '325': 'Tundra Bean-Goose', '326': "Tundra Swan (Bewick's)", '327': 'Turdus sp.', '328': 'Turquoise-fronted Amazon', '329': 'Twite', '330': 'Water Pipit', '331': 'Water Rail', '332': 'Western Barn Owl', '333': 'Western Barn Owl (Eurasian)', '334': "Western Bonelli's Warbler", '335': 'Western Capercaillie', '336': 'Western House-Martin', '337': 'Western Marsh Harrier', '338': 'Western Yellow Wagtail', '339': 'Western Yellow Wagtail (flava)', '340': 'Western Yellow Wagtail (flava-beema)', '341': 'Western Yellow Wagtail (flavissima)', '342': 'Whimbrel', '343': 'Whimbrel (European)', '344': 'Whinchat', '345': 'Whiskered Tern', '346': 'White Stork', '347': 'White Wagtail', '348': 'White Wagtail (White-faced)', '349': 'White-backed Woodpecker', '350': 'White-backed Woodpecker (White-backed)', '351': 'White-faced Whistling-Duck', '352': 'White-tailed Eagle', '353': 'White-throated Dipper', '354': 'Whooper Swan', '355': 'Willow Tit', '356': 'Willow Tit (Willow)', '357': 'Willow Warbler', '358': 'Willow Warbler-Common Chiffchaff', '359': 'Wood Duck', '360': 'Wood Lark', '361': 'Wood Sandpiper', '362': 'Wood Warbler', '363': 'Yellow-billed Chough', '364': 'Yellow-browed Warbler', '365': 'Yellow-headed Amazon', '366': 'Yellow-legged Gull', '367': 'Yellow-legged Gull (michahellis)', '368': 'Yellowhammer', '369': 'Zitting Cisticola', '370': 'bird sp.', '371': 'crow sp.', '372': 'crow-raven sp.', '373': 'duck sp.', '374': 'falcon sp.', '375': 'finch sp.', '376': 'goose sp.', '377': 'gull sp.', '378': 'lark sp.', '379': 'owl sp.', '380': 'passerine sp.', '381': 'redstart sp.', '382': 'woodpecker sp.'}, 'label2id': {'Acrocephalus sp.': '0', 'Alexandrine Parakeet': '1', 'Alpine Accentor': '2', 'Alpine Swift': '3', 'Anser sp.': '4', 'Aquatic Warbler': '5', 'Arctic Loon': '6', 'Bank Swallow': '7', 'Bar-headed Goose': '8', 'Barn Swallow': '9', 'Barn Swallow (White-bellied)': '10', 'Barnacle Goose': '11', 'Barred Warbler': '12', 'Bearded Reedling': '13', 'Black Guillemot': '14', 'Black Kite': '15', 'Black Redstart': '16', 'Black Redstart (Western)': '17', 'Black Swan': '18', 'Black Tern': '19', 'Black Tern (Eurasian)': '20', 'Black Woodpecker': '21', 'Black-bellied Plover': '22', 'Black-crowned Night Heron': '23', 'Black-headed Gull': '24', 'Black-tailed Godwit': '25', 'Black-winged Stilt': '26', 'Bluethroat': '27', 'Bluethroat (White-spotted)': '28', "Blyth's Reed Warbler": '29', 'Bohemian Waxwing': '30', 'Booted Warbler': '31', 'Boreal Owl': '32', "Boreal Owl (Tengmalm's)": '33', 'Brambling': '34', 'Canada Goose': '35', 'Canada Goose (canadensis Group)': '36', 'Carrion Crow': '37', 'Carrion Crow (Western)': '38', 'Carrion-Hooded Crow': '39', 'Caspian Gull': '40', 'Caspian Tern': '41', 'Caspian-European Herring-Yellow-legged Gull': '42', "Cetti's Warbler": '43', 'Cirl Bunting': '44', 'Citril Finch': '45', 'Citrine Wagtail': '46', 'Coal Tit': '47', 'Coal Tit (Continental)': '48', 'Cockatiel (Domestic type)': '49', 'Collared Flycatcher': '50', 'Common Buzzard': '51', 'Common Chaffinch': '52', 'Common Chaffinch-Brambling': '53', 'Common Chiffchaff': '54', 'Common Chiffchaff (Common)': '55', 'Common Chiffchaff (Siberian)': '56', 'Common Crane': '57', 'Common Cuckoo': '58', 'Common Eider': '59', 'Common Firecrest': '60', 'Common Goldeneye': '61', 'Common Grasshopper Warbler': '62', 'Common Greenshank': '63', 'Common Gull': '64', 'Common Kingfisher': '65', 'Common Loon': '66', 'Common Merganser': '67', 'Common Merganser (Eurasian)': '68', 'Common Nightingale': '69', 'Common Nightingale (megarhynchos-africana)': '70', 'Common Pochard': '71', 'Common Quail': '72', 'Common Raven': '73', 'Common Redshank': '74', 'Common Redstart': '75', 'Common Redstart (Common)': '76', 'Common Reed Warbler': '77', 'Common Reed Warbler (Common)': '78', 'Common Ringed Plover': '79', 'Common Rosefinch': '80', 'Common Sandpiper': '81', 'Common Snipe': '82', 'Common Swift': '83', 'Common Tern': '84', 'Common Tern (hirundo-tibetana)': '85', 'Common Wood-Pigeon': '86', 'Common Wood-Pigeon (White-necked)': '87', 'Common-Iberian Chiffchaff': '88', 'Corn Bunting': '89', 'Corn Crake': '90', 'Crested Lark': '91', 'Crested Lark (Crested)': '92', 'Crested Tit': '93', 'Domestic goose sp. (Domestic type)': '94', 'Dunlin': '95', 'Dunnock': '96', 'Dusky Thrush': '97', 'Dusky Warbler': '98', 'Eared Grebe': '99', 'Eastern Subalpine Warbler': '100', 'Eastern Yellow Wagtail': '101', 'Egyptian Goose': '102', 'Emberiza sp.': '103', 'Eurasian Bittern': '104', 'Eurasian Blackbird': '105', 'Eurasian Blackcap': '106', 'Eurasian Blue Tit': '107', 'Eurasian Bullfinch': '108', 'Eurasian Bullfinch (Eurasian)': '109', 'Eurasian Collared-Dove': '110', 'Eurasian Coot': '111', 'Eurasian Curlew': '112', 'Eurasian Dotterel': '113', 'Eurasian Golden Oriole': '114', 'Eurasian Goshawk': '115', 'Eurasian Green Woodpecker': '116', 'Eurasian Green Woodpecker (Eurasian)': '117', 'Eurasian Hobby': '118', 'Eurasian Hoopoe': '119', 'Eurasian Jackdaw': '120', 'Eurasian Jay': '121', 'Eurasian Jay (Eurasian)': '122', 'Eurasian Kestrel': '123', 'Eurasian Linnet': '124', 'Eurasian Magpie': '125', 'Eurasian Magpie (Eurasian)': '126', 'Eurasian Moorhen': '127', 'Eurasian Nightjar': '128', 'Eurasian Nuthatch': '129', 'Eurasian Nuthatch (Western)': '130', 'Eurasian Oystercatcher': '131', 'Eurasian Oystercatcher (Western)': '132', 'Eurasian Penduline-Tit': '133', 'Eurasian Pygmy-Owl': '134', 'Eurasian Siskin': '135', 'Eurasian Skylark': '136', 'Eurasian Skylark (European)': '137', 'Eurasian Sparrowhawk': '138', 'Eurasian Spoonbill': '139', 'Eurasian Three-toed Woodpecker': '140', 'Eurasian Three-toed Woodpecker (Eurasian)': '141', 'Eurasian Tree Sparrow': '142', 'Eurasian Treecreeper': '143', 'Eurasian Wigeon': '144', 'Eurasian Woodcock': '145', 'Eurasian Wren': '146', 'Eurasian Wren (Eurasian)': '147', 'Eurasian Wryneck': '148', 'Eurasian-Short-toed Treecreeper': '149', 'European Bee-eater': '150', 'European Golden-Plover': '151', 'European Goldfinch': '152', 'European Greenfinch': '153', 'European Herring Gull': '154', 'European Honey-buzzard': '155', 'European Pied Flycatcher': '156', 'European Robin': '157', 'European Serin': '158', 'European Starling': '159', 'European Stonechat': '160', 'European Turtle-Dove': '161', 'Ficedula sp.': '162', 'Fieldfare': '163', 'Gadwall': '164', 'Garden Warbler': '165', 'Garganey': '166', 'Goldcrest': '167', 'Goldcrest-Common Firecrest': '168', 'Gray Heron': '169', 'Gray Partridge': '170', 'Gray Wagtail': '171', 'Gray-headed Woodpecker': '172', 'Gray-headed Woodpecker (Gray-headed)': '173', 'Gray-headed-Eurasian Green Woodpecker': '174', 'Graylag Goose': '175', 'Graylag Goose (European)': '176', 'Graylag x Canada Goose (hybrid)': '177', 'Great Cormorant': '178', 'Great Cormorant (Eurasian)': '179', 'Great Crested Grebe': '180', 'Great Egret': '181', 'Great Gray Shrike': '182', 'Great Reed Warbler': '183', 'Great Snipe': '184', 'Great Spotted Woodpecker': '185', 'Great Spotted Woodpecker (Great Spotted)': '186', 'Great Tit': '187', 'Great Tit (Great)': '188', 'Greater White-fronted Goose': '189', 'Greater White-fronted Goose (Eurasian)': '190', 'Greater Whitethroat': '191', 'Green Sandpiper': '192', 'Green-winged Teal': '193', 'Green-winged Teal (Eurasian)': '194', 'Greenish Warbler': '195', 'Hawfinch': '196', 'Hazel Grouse': '197', 'Helopsaltes-Locustella sp.': '198', 'Hooded Crow': '199', 'House Sparrow': '200', 'House-Eurasian Tree Sparrow': '201', "Hume's Warbler": '202', 'Iberian Chiffchaff': '203', 'Iceland Gull': '204', 'Icterine Warbler': '205', 'Lapland Longspur': '206', 'Larus sp.': '207', 'Lesser Black-backed Gull': '208', 'Lesser Spotted Woodpecker': '209', 'Lesser Whitethroat': '210', 'Lesser Whitethroat (Lesser)': '211', 'Lesser Whitethroat (curruca-blythi)': '212', 'Little Bittern': '213', 'Little Bunting': '214', 'Little Crake': '215', 'Little Grebe': '216', 'Little Grebe (Little)': '217', 'Little Owl': '218', 'Little Owl (Little)': '219', 'Little Ringed Plover': '220', 'Little Ringed Plover (curonicus)': '221', 'Long-billed Dowitcher': '222', 'Long-eared Owl': '223', 'Long-eared Owl (Eurasian)': '224', 'Long-tailed Duck': '225', 'Long-tailed Tit': '226', 'Long-tailed Tit (europaeus Group)': '227', 'Mallard': '228', 'Mandarin Duck': '229', 'Marsh Tit': '230', 'Marsh Warbler': '231', 'Marsh-Willow Tit': '232', 'Meadow Pipit': '233', 'Mediterranean Gull': '234', 'Melodious Warbler': '235', 'Middle Spotted Woodpecker': '236', 'Mistle Thrush': '237', 'Monk Parakeet': '238', "Montagu's Harrier": '239', 'Moustached Warbler': '240', 'Mute Swan': '241', 'Northern Bald Ibis': '242', 'Northern Gannet': '243', 'Northern Lapwing': '244', 'Northern Mockingbird': '245', 'Northern Nutcracker': '246', 'Northern Pintail': '247', 'Northern Shoveler': '248', 'Northern Wheatear': '249', 'Olive-backed Pipit': '250', 'Oriental Turtle-Dove': '251', 'Ortolan Bunting': '252', 'Osprey': '253', "Pallas's Leaf Warbler": '254', 'Parrot Crossbill': '255', 'Parrot-Red Crossbill': '256', 'Peregrine Falcon': '257', 'Peregrine Falcon (Eurasian)': '258', 'Phylloscopus sp.': '259', 'Pink-footed Goose': '260', 'Plum-headed Parakeet': '261', 'Purple Heron': '262', 'Red Crossbill': '263', 'Red Crossbill (Bohemian or type B)': '264', 'Red Crossbill (Glip or type C)': '265', 'Red Crossbill (Parakeet or type X)': '266', 'Red Crossbill (Phantom or type D)': '267', 'Red Crossbill (Wandering or type A)': '268', 'Red Kite': '269', 'Red Kite (Red)': '270', 'Red Phalarope': '271', 'Red-backed Shrike': '272', 'Red-breasted Flycatcher': '273', 'Red-breasted Nuthatch': '274', 'Red-necked Grebe': '275', 'Red-throated Loon': '276', 'Red-throated Pipit': '277', 'Redpoll': '278', 'Redpoll (Common)': '279', 'Redpoll (Common-Lesser)': '280', 'Redpoll (Lesser)': '281', 'Redwing': '282', 'Redwing (Eurasian)': '283', 'Reed Bunting': '284', "Richard's Pipit": '285', 'Ring Ouzel': '286', 'Ring Ouzel (Alpine)': '287', 'Ring Ouzel (Northern)': '288', 'Ring-necked Pheasant': '289', 'River Warbler': '290', 'Rock Bunting': '291', 'Rock Pigeon (Feral Pigeon)': '292', 'Rock Pipit': '293', 'Rock Ptarmigan': '294', 'Rook': '295', 'Rose-ringed Parakeet': '296', 'Ruddy Shelduck': '297', 'Ruddy Turnstone': '298', 'Sanderling': '299', 'Sandwich Tern': '300', "Savi's Warbler": '301', 'Sedge Warbler': '302', 'Short-eared Owl': '303', 'Short-eared Owl (Northern)': '304', 'Short-toed Treecreeper': '305', 'Snow Bunting': '306', 'Snow Goose': '307', 'Song Thrush': '308', 'Spectacled Warbler': '309', 'Spotted Crake': '310', 'Spotted Flycatcher': '311', 'Spotted Flycatcher (Spotted)': '312', 'Spotted Redshank': '313', 'Spotted Sandpiper': '314', 'Stock Dove': '315', 'Swan Goose (Domestic type)': '316', 'Sylvia-Curruca sp.': '317', 'Syrian Woodpecker': '318', 'Taiga-Tundra Bean-Goose': '319', 'Tawny Owl': '320', 'Tawny Pipit': '321', 'Thrush Nightingale': '322', 'Tree Pipit': '323', 'Tufted Duck': '324', 'Tundra Bean-Goose': '325', "Tundra Swan (Bewick's)": '326', 'Turdus sp.': '327', 'Turquoise-fronted Amazon': '328', 'Twite': '329', 'Water Pipit': '330', 'Water Rail': '331', 'Western Barn Owl': '332', 'Western Barn Owl (Eurasian)': '333', "Western Bonelli's Warbler": '334', 'Western 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+2025-02-11 10:28:06,418 INFO    MainThread:31 [wandb_config.py:__setitem__():154] config set model/num_parameters = 23787263 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7afd01e511e0>>
+2025-02-11 10:28:06,418 INFO    MainThread:31 [wandb_run.py:_config_callback():1253] config_cb model/num_parameters 23787263 None

wandb/run-20250211_102114-5suispg2/run-5suispg2.wandb

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