Upload config.json with huggingface_hub
Browse files- config.json +97 -0
config.json
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{
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"architectures": ["ResNet50"],
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"model_type": "resnet50",
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"num_classes": 33,
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"image_size": 224,
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"num_channels": 3,
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"mean": [0.485, 0.456, 0.406],
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"std": [0.229, 0.224, 0.225],
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"framework": "pytorch",
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"library": "timm",
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"task": "image-classification",
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"dataset": "DIBaS",
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"id2label": {
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"0": "Acinetobacter_baumannii",
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"1": "Actinomyces_israelii",
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"2": "Bacteroides_fragilis",
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"3": "Bifidobacterium_spp",
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"4": "Candida_albicans",
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"5": "Clostridium_perfringens",
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"6": "Enterococcus_faecalis",
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"7": "Enterococcus_faecium",
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"8": "Escherichia_coli",
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"9": "Fusobacterium",
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"10": "Lactobacillus_casei",
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"11": "Lactobacillus_crispatus",
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"12": "Lactobacillus_delbrueckii",
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"13": "Lactobacillus_gasseri",
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"14": "Lactobacillus_jensenii",
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"15": "Lactobacillus_johnsonii",
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"16": "Lactobacillus_paracasei",
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"17": "Lactobacillus_plantarum",
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"18": "Lactobacillus_reuteri",
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"19": "Lactobacillus_rhamnosus",
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"20": "Lactobacillus_salivarius",
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"21": "Listeria_monocytogenes",
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"22": "Micrococcus_spp",
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"23": "Neisseria_gonorrhoeae",
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"24": "Porphyromonas_gingivalis",
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"25": "Propionibacterium_acnes",
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"26": "Proteus",
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"27": "Pseudomonas_aeruginosa",
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"28": "Staphylococcus_aureus",
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"29": "Staphylococcus_epidermidis",
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"30": "Staphylococcus_saprophyticus",
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"31": "Streptococcus_agalactiae",
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"32": "Veillonella"
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},
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"label2id": {
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"Acinetobacter_baumannii": 0,
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"Actinomyces_israelii": 1,
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"Bacteroides_fragilis": 2,
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"Bifidobacterium_spp": 3,
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"Candida_albicans": 4,
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"Clostridium_perfringens": 5,
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"Enterococcus_faecalis": 6,
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"Enterococcus_faecium": 7,
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"Escherichia_coli": 8,
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"Fusobacterium": 9,
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"Lactobacillus_casei": 10,
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"Lactobacillus_crispatus": 11,
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"Lactobacillus_delbrueckii": 12,
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"Lactobacillus_gasseri": 13,
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"Lactobacillus_jensenii": 14,
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"Lactobacillus_johnsonii": 15,
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"Lactobacillus_paracasei": 16,
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"Lactobacillus_plantarum": 17,
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"Lactobacillus_reuteri": 18,
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"Lactobacillus_rhamnosus": 19,
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"Lactobacillus_salivarius": 20,
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"Listeria_monocytogenes": 21,
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"Micrococcus_spp": 22,
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"Neisseria_gonorrhoeae": 23,
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"Porphyromonas_gingivalis": 24,
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"Propionibacterium_acnes": 25,
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"Proteus": 26,
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"Pseudomonas_aeruginosa": 27,
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"Staphylococcus_aureus": 28,
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"Staphylococcus_epidermidis": 29,
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"Staphylococcus_saprophyticus": 30,
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"Streptococcus_agalactiae": 31,
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"Veillonella": 32
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},
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"metrics": {
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"validation_accuracy": 0.9394,
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"macro_f1": 0.939,
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"parameters": 23575649
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},
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"training": {
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"epochs": 20,
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"batch_size": 24,
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"optimizer": "AdamW",
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"learning_rate": 0.001,
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"weight_decay": 0.0001,
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"mixed_precision": true,
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"seed": 42
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}
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}
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