{ "architectures": ["EfficientNet"], "model_type": "efficientnet_b0", "num_classes": 33, "image_size": 224, "num_channels": 3, "mean": [0.485, 0.456, 0.406], "std": [0.229, 0.224, 0.225], "framework": "pytorch", "library": "timm", "task": "image-classification", "dataset": "DIBaS", "id2label": { "0": "Acinetobacter_baumannii", "1": "Actinomyces_israelii", "2": "Bacteroides_fragilis", "3": "Bifidobacterium_spp", "4": "Candida_albicans", "5": "Clostridium_perfringens", "6": "Enterococcus_faecalis", "7": "Enterococcus_faecium", "8": "Escherichia_coli", "9": "Fusobacterium", "10": "Lactobacillus_casei", "11": "Lactobacillus_crispatus", "12": "Lactobacillus_delbrueckii", "13": "Lactobacillus_gasseri", "14": "Lactobacillus_jensenii", "15": "Lactobacillus_johnsonii", "16": "Lactobacillus_paracasei", "17": "Lactobacillus_plantarum", "18": "Lactobacillus_reuteri", "19": "Lactobacillus_rhamnosus", "20": "Lactobacillus_salivarius", "21": "Listeria_monocytogenes", "22": "Micrococcus_spp", "23": "Neisseria_gonorrhoeae", "24": "Porphyromonas_gingivalis", "25": "Propionibacterium_acnes", "26": "Proteus", "27": "Pseudomonas_aeruginosa", "28": "Staphylococcus_aureus", "29": "Staphylococcus_epidermidis", "30": "Staphylococcus_saprophyticus", "31": "Streptococcus_agalactiae", "32": "Veillonella" }, "label2id": { "Acinetobacter_baumannii": 0, "Actinomyces_israelii": 1, "Bacteroides_fragilis": 2, "Bifidobacterium_spp": 3, "Candida_albicans": 4, "Clostridium_perfringens": 5, "Enterococcus_faecalis": 6, "Enterococcus_faecium": 7, "Escherichia_coli": 8, "Fusobacterium": 9, "Lactobacillus_casei": 10, "Lactobacillus_crispatus": 11, "Lactobacillus_delbrueckii": 12, "Lactobacillus_gasseri": 13, "Lactobacillus_jensenii": 14, "Lactobacillus_johnsonii": 15, "Lactobacillus_paracasei": 16, "Lactobacillus_plantarum": 17, "Lactobacillus_reuteri": 18, "Lactobacillus_rhamnosus": 19, "Lactobacillus_salivarius": 20, "Listeria_monocytogenes": 21, "Micrococcus_spp": 22, "Neisseria_gonorrhoeae": 23, "Porphyromonas_gingivalis": 24, "Propionibacterium_acnes": 25, "Proteus": 26, "Pseudomonas_aeruginosa": 27, "Staphylococcus_aureus": 28, "Staphylococcus_epidermidis": 29, "Staphylococcus_saprophyticus": 30, "Streptococcus_agalactiae": 31, "Veillonella": 32 }, "metrics": { "validation_accuracy": 0.9167, "macro_f1": 0.917, "parameters": 4050977 }, "training": { "epochs": 10, "batch_size": 32, "optimizer": "AdamW", "learning_rate": 0.001, "weight_decay": 0.0001, "mixed_precision": true, "seed": 42 } }