Training in progress, step 2000

config.json

@@ -0,0 +1,136 @@
+{
+  "_name_or_path": "nvidia/mit-b0",
+  "architectures": [
+    "SegformerForSemanticSegmentation"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 256,
+  "depths": [
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+    2,
+    2,
+    2
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+  "downsampling_rates": [
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+    8,
+    16
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+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
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+    64,
+    160,
+    256
+  ],
+  "id2label": {
+    "0": "unlabeled",
+    "1": "human",
+    "2": "background",
+    "3": "fish",
+    "4": "sand",
+    "5": "rubble",
+    "6": "unknown hard substrate",
+    "7": "algae covered substrate",
+    "8": "dark",
+    "9": "branching bleached",
+    "10": "branching dead",
+    "11": "branching alive",
+    "12": "stylophora alive",
+    "13": "pocillopora alive",
+    "14": "acropora alive",
+    "15": "table acropora alive",
+    "16": "table acropora dead",
+    "17": "millepora",
+    "18": "other coral bleached",
+    "19": "other coral dead",
+    "20": "other coral alive",
+    "21": "massive/meandering alive",
+    "22": "massive/meandering dead",
+    "23": "massive/meandering bleached",
+    "24": "transect line",
+    "25": "transect tools",
+    "26": "other animal",
+    "27": "sea urchin",
+    "28": "sponge",
+    "29": "trash",
+    "30": "seagrass"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "acropora alive": "14",
+    "algae covered substrate": "7",
+    "background": "2",
+    "branching alive": "11",
+    "branching bleached": "9",
+    "branching dead": "10",
+    "dark": "8",
+    "fish": "3",
+    "human": "1",
+    "massive/meandering alive": "21",
+    "massive/meandering bleached": "23",
+    "massive/meandering dead": "22",
+    "millepora": "17",
+    "other animal": "26",
+    "other coral alive": "20",
+    "other coral bleached": "18",
+    "other coral dead": "19",
+    "pocillopora alive": "13",
+    "rubble": "5",
+    "sand": "4",
+    "sea urchin": "27",
+    "seagrass": "30",
+    "sponge": "28",
+    "stylophora alive": "12",
+    "table acropora alive": "15",
+    "table acropora dead": "16",
+    "transect line": "24",
+    "transect tools": "25",
+    "trash": "29",
+    "unknown hard substrate": "6",
+    "unlabeled": "0"
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+  "layer_norm_eps": 1e-06,
+  "mlp_ratios": [
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+    4,
+    4
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+  "model_type": "segformer",
+  "num_attention_heads": [
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+  "num_channels": 3,
+  "num_encoder_blocks": 4,
+  "patch_sizes": [
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+  "reshape_last_stage": true,
+  "semantic_loss_ignore_index": 255,
+  "sr_ratios": [
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+    1
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+  "strides": [
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+    2,
+    2
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+  "torch_dtype": "float32",
+  "transformers_version": "4.47.0.dev0"
+}

model.safetensors

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preprocessor_config.json

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+{
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+  "do_reduce_labels": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+  "image_processor_type": "SegformerImageProcessor",
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+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 512,
+    "width": 512
+  }
+}

runs/Nov30_23-48-52_ECEO-ws1/events.out.tfevents.1733006998.ECEO-ws1.4151108.0

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training_args.bin

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