wandb/debug.log

2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_setup.py:_flush():68] Current SDK version is 0.19.6
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_setup.py:_flush():68] Configure stats pid to 31
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_setup.py:_flush():68] Loading settings from /root/.config/wandb/settings
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_setup.py:_flush():68] Loading settings from /kaggle/working/wandb/settings
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_setup.py:_flush():68] Loading settings from environment variables
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_init.py:setup_run_log_directory():637] Logging user logs to /kaggle/working/wandb/run-20250211_102114-5suispg2/logs/debug.log
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_init.py:setup_run_log_directory():638] Logging internal logs to /kaggle/working/wandb/run-20250211_102114-5suispg2/logs/debug-internal.log
2025-02-11 10:21:14,469 INFO    MainThread:31 [wandb_init.py:monkeypatch_ipython():589] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7b009234a050>
2025-02-11 10:21:14,470 INFO    MainThread:31 [wandb_init.py:init():756] calling init triggers
2025-02-11 10:21:14,470 INFO    MainThread:31 [wandb_init.py:init():761] wandb.init called with sweep_config: {}
config: {'_wandb': {}}
2025-02-11 10:21:14,470 INFO    MainThread:31 [wandb_init.py:init():789] starting backend
2025-02-11 10:21:14,679 INFO    MainThread:31 [wandb_init.py:init():793] sending inform_init request
2025-02-11 10:21:14,687 INFO    MainThread:31 [backend.py:_multiprocessing_setup():97] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2025-02-11 10:21:14,688 INFO    MainThread:31 [wandb_init.py:init():808] backend started and connected
2025-02-11 10:21:14,698 INFO    MainThread:31 [wandb_run.py:_label_probe_notebook():1196] probe notebook
2025-02-11 10:21:19,884 INFO    MainThread:31 [wandb_init.py:init():901] updated telemetry
2025-02-11 10:21:19,884 INFO    MainThread:31 [wandb_init.py:init():936] communicating run to backend with 90.0 second timeout
2025-02-11 10:21:20,047 INFO    MainThread:31 [wandb_init.py:init():994] starting run threads in backend
2025-02-11 10:21:20,750 INFO    MainThread:31 [wandb_run.py:_console_start():2385] atexit reg
2025-02-11 10:21:20,751 INFO    MainThread:31 [wandb_run.py:_redirect():2235] redirect: wrap_raw
2025-02-11 10:21:20,752 INFO    MainThread:31 [wandb_run.py:_redirect():2300] Wrapping output streams.
2025-02-11 10:21:20,753 INFO    MainThread:31 [wandb_run.py:_redirect():2325] Redirects installed.
2025-02-11 10:21:20,755 INFO    MainThread:31 [wandb_init.py:init():1036] run started, returning control to user process
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 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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'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'include_for_metrics': [], 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': 'epoch', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, '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 10:21:20,770 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
2025-02-11 10:27:19,661 INFO    MainThread:31 [jupyter.py:save_ipynb():386] not saving jupyter notebook
2025-02-11 10:27:19,661 INFO    MainThread:31 [wandb_init.py:_pause_backend():554] pausing backend
2025-02-11 10:27:58,333 INFO    MainThread:31 [wandb_init.py:_resume_backend():559] resuming backend
2025-02-11 10:27:58,364 INFO    MainThread:31 [jupyter.py:save_ipynb():386] not saving jupyter notebook
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 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