Training in progress, epoch 0

config.json

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+{
+  "_name_or_path": "microsoft/swinv2-large-patch4-window12to24-192to384-22kto1k-ft",
+  "architectures": [
+    "Swinv2ForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "depths": [
+    2,
+    2,
+    18,
+    2
+  ],
+  "drop_path_rate": 0.1,
+  "embed_dim": 192,
+  "encoder_stride": 32,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 1536,
+  "id2label": {
+    "0": "Actinomycetes_Mycolata",
+    "1": "Anaerobic Type B",
+    "2": "Anaerobic suflur bacteria",
+    "3": "Beggiatoa",
+    "4": "Flexibacter",
+    "5": "Fungi",
+    "6": "GAO",
+    "7": "Haliscomenobacter",
+    "8": "Hyphomicrobium",
+    "9": "Microscrilla",
+    "10": "Microthrix",
+    "11": "Nitrosomonas",
+    "12": "Nostocoida limicola",
+    "13": "PAO",
+    "14": "Sphaerotilus-type 1701",
+    "15": "Spirilla",
+    "16": "Spirochaetes",
+    "17": "Tetrads",
+    "18": "Thiothrix",
+    "19": "Type 0041_0675",
+    "20": "Type 0092",
+    "21": "Type 021N",
+    "22": "Type 0411",
+    "23": "Type 0581_Chloroflexi",
+    "24": "Type 0914_0803",
+    "25": "Type 0961",
+    "26": "Type 1863",
+    "27": "Zoogloea",
+    "28": "bristleworm",
+    "29": "crustacean",
+    "30": "dead filament",
+    "31": "elevated polysaccharide",
+    "32": "ferric iron",
+    "33": "fibrous material",
+    "34": "filament impact on floc structure high",
+    "35": "filament impact on floc structure low",
+    "36": "filament impact on floc structure moderate",
+    "37": "flagellate",
+    "38": "floc open_diffuse",
+    "39": "floc strong",
+    "40": "floc weak",
+    "41": "free swimming ciliate",
+    "42": "gastrotrich",
+    "43": "grease",
+    "44": "inert",
+    "45": "iron sulfide",
+    "46": "irregular growth formations",
+    "47": "naked amoebae",
+    "48": "nematode",
+    "49": "normal polysaccharide",
+    "50": "oil",
+    "51": "rotifer",
+    "52": "stalked ciliate",
+    "53": "testate amoebae",
+    "54": "type 1851",
+    "55": "water bear",
+    "56": "yeast"
+  },
+  "image_size": 384,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Actinomycetes_Mycolata": 0,
+    "Anaerobic Type B": 1,
+    "Anaerobic suflur bacteria": 2,
+    "Beggiatoa": 3,
+    "Flexibacter": 4,
+    "Fungi": 5,
+    "GAO": 6,
+    "Haliscomenobacter": 7,
+    "Hyphomicrobium": 8,
+    "Microscrilla": 9,
+    "Microthrix": 10,
+    "Nitrosomonas": 11,
+    "Nostocoida limicola": 12,
+    "PAO": 13,
+    "Sphaerotilus-type 1701": 14,
+    "Spirilla": 15,
+    "Spirochaetes": 16,
+    "Tetrads": 17,
+    "Thiothrix": 18,
+    "Type 0041_0675": 19,
+    "Type 0092": 20,
+    "Type 021N": 21,
+    "Type 0411": 22,
+    "Type 0581_Chloroflexi": 23,
+    "Type 0914_0803": 24,
+    "Type 0961": 25,
+    "Type 1863": 26,
+    "Zoogloea": 27,
+    "bristleworm": 28,
+    "crustacean": 29,
+    "dead filament": 30,
+    "elevated polysaccharide": 31,
+    "ferric iron": 32,
+    "fibrous material": 33,
+    "filament impact on floc structure high": 34,
+    "filament impact on floc structure low": 35,
+    "filament impact on floc structure moderate": 36,
+    "flagellate": 37,
+    "floc open_diffuse": 38,
+    "floc strong": 39,
+    "floc weak": 40,
+    "free swimming ciliate": 41,
+    "gastrotrich": 42,
+    "grease": 43,
+    "inert": 44,
+    "iron sulfide": 45,
+    "irregular growth formations": 46,
+    "naked amoebae": 47,
+    "nematode": 48,
+    "normal polysaccharide": 49,
+    "oil": 50,
+    "rotifer": 51,
+    "stalked ciliate": 52,
+    "testate amoebae": 53,
+    "type 1851": 54,
+    "water bear": 55,
+    "yeast": 56
+  },
+  "layer_norm_eps": 1e-05,
+  "mlp_ratio": 4.0,
+  "model_type": "swinv2",
+  "num_channels": 3,
+  "num_heads": [
+    6,
+    12,
+    24,
+    48
+  ],
+  "num_layers": 4,
+  "patch_size": 4,
+  "path_norm": true,
+  "pretrained_window_sizes": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.2",
+  "use_absolute_embeddings": false,
+  "window_size": 24
+}

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 384,
+    "width": 384
+  }
+}

pytorch_model.bin

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training_args.bin

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