Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "facebook/dinov2-large",
+  "apply_layernorm": true,
+  "architectures": [
+    "NewheadDinov2ForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "drop_path_rate": 0.0,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "Acropore_branched",
+    "1": "Acropore_digitised",
+    "2": "Acropore_sub_massive",
+    "3": "Acropore_tabular",
+    "4": "Algae_assembly",
+    "5": "Algae_drawn_up",
+    "6": "Algae_limestone",
+    "7": "Algae_sodding",
+    "8": "Atra/Leucospilota",
+    "9": "Bleached_coral",
+    "10": "Blurred",
+    "11": "Dead_coral",
+    "12": "Fish",
+    "13": "Homo_sapiens",
+    "14": "Human_object",
+    "15": "Living_coral",
+    "16": "Millepore",
+    "17": "No_acropore_encrusting",
+    "18": "No_acropore_foliaceous",
+    "19": "No_acropore_massive",
+    "20": "No_acropore_solitary",
+    "21": "No_acropore_sub_massive",
+    "22": "Rock",
+    "23": "Rubble",
+    "24": "Sand",
+    "25": "Sea_cucumber",
+    "26": "Sea_urchins",
+    "27": "Sponge",
+    "28": "Syringodium_isoetifolium",
+    "29": "Thalassodendron_ciliatum",
+    "30": "Useless"
+  },
+  "image_size": 518,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Acropore_branched": 0,
+    "Acropore_digitised": 1,
+    "Acropore_sub_massive": 2,
+    "Acropore_tabular": 3,
+    "Algae_assembly": 4,
+    "Algae_drawn_up": 5,
+    "Algae_limestone": 6,
+    "Algae_sodding": 7,
+    "Atra/Leucospilota": 8,
+    "Bleached_coral": 9,
+    "Blurred": 10,
+    "Dead_coral": 11,
+    "Fish": 12,
+    "Homo_sapiens": 13,
+    "Human_object": 14,
+    "Living_coral": 15,
+    "Millepore": 16,
+    "No_acropore_encrusting": 17,
+    "No_acropore_foliaceous": 18,
+    "No_acropore_massive": 19,
+    "No_acropore_solitary": 20,
+    "No_acropore_sub_massive": 21,
+    "Rock": 22,
+    "Rubble": 23,
+    "Sand": 24,
+    "Sea_cucumber": 25,
+    "Sea_urchins": 26,
+    "Sponge": 27,
+    "Syringodium_isoetifolium": 28,
+    "Thalassodendron_ciliatum": 29,
+    "Useless": 30
+  },
+  "layer_norm_eps": 1e-06,
+  "layerscale_value": 1.0,
+  "mlp_ratio": 4,
+  "model_type": "dinov2",
+  "num_attention_heads": 16,
+  "num_channels": 3,
+  "num_hidden_layers": 24,
+  "out_features": [
+    "stage24"
+  ],
+  "out_indices": [
+    24
+  ],
+  "patch_size": 14,
+  "problem_type": "multi_label_classification",
+  "qkv_bias": true,
+  "reshape_hidden_states": true,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12",
+    "stage13",
+    "stage14",
+    "stage15",
+    "stage16",
+    "stage17",
+    "stage18",
+    "stage19",
+    "stage20",
+    "stage21",
+    "stage22",
+    "stage23",
+    "stage24"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.1",
+  "use_swiglu_ffn": false
+}

logs/events.out.tfevents.1725551843.datavisu2

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model.safetensors

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preprocessor_config.json

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+{
+  "_valid_processor_keys": [
+    "images",
+    "do_resize",
+    "size",
+    "resample",
+    "do_center_crop",
+    "crop_size",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "do_convert_rgb",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": false,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "BitImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 518,
+    "width": 518
+  }
+}

training_args.bin

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transforms.json

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+{
+    "train_transforms": [
+        {
+            "operation": "PreProcess"
+        },
+        {
+            "operation": "Resize",
+            "probability": 1.0
+        },
+        {
+            "operation": "RandomHorizontalFlip",
+            "probability": 0.25
+        },
+        {
+            "operation": "RandomVerticalFlip",
+            "probability": 0.25
+        },
+        {
+            "operation": "ColorJiggle",
+            "probability": 0.25
+        },
+        {
+            "operation": "RandomPerspective",
+            "probability": 0.25
+        },
+        {
+            "operation": "Normalize",
+            "probability": 1.0
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+    ],
+    "val_transforms": [
+        {
+            "operation": "PreProcess"
+        },
+        {
+            "operation": "Resize",
+            "probability": 1.0
+        },
+        {
+            "operation": "Normalize",
+            "probability": 1.0
+        }
+    ]
+}