Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "microsoft/resnet-50",
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    4,
+    6,
+    3
+  ],
+  "downsample_in_bottleneck": false,
+  "downsample_in_first_stage": false,
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    256,
+    512,
+    1024,
+    2048
+  ],
+  "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"
+  },
+  "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_type": "bottleneck",
+  "model_type": "resnet",
+  "num_channels": 3,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "problem_type": "multi_label_classification",
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.2"
+}

logs/events.out.tfevents.1727088963.datavisu4

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model.safetensors

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preprocessor_config.json

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+{
+  "crop_pct": 0.875,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+    0.456,
+    0.406
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+  "image_processor_type": "ConvNextImageProcessor",
+  "image_std": [
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+    0.224,
+    0.225
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+  "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
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+        {
+            "operation": "RandomVerticalFlip",
+            "probability": 0.25
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+        {
+            "operation": "ColorJiggle",
+            "probability": 0.25
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+        {
+            "operation": "RandomPerspective",
+            "probability": 0.25
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+        {
+            "operation": "Normalize",
+            "probability": 1.0
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+    "val_transforms": [
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+            "operation": "PreProcess"
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+            "operation": "Resize",
+            "probability": 1.0
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+        {
+            "operation": "Normalize",
+            "probability": 1.0
+        }
+    ]
+}