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End of training

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  1. README.md +50 -0
  2. config.json +144 -0
  3. model.safetensors +3 -0
  4. preprocessor_config.json +23 -0
  5. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ license: other
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+ base_model: nvidia/mit-b0
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+ tags:
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+ - image-segmentation
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+ - vision
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+ - generated_from_trainer
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+ model-index:
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+ - name: segformer-cloud
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # segformer-cloud
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+
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+ This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the segments/sidewalk-semantic dataset.
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 6e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 1337
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - training_steps: 1000
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.0.dev0
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+ - Pytorch 2.1.1+cu118
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
config.json ADDED
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+ {
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+ "_name_or_path": "nvidia/mit-b0",
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+ "architectures": [
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+ "SegformerForSemanticSegmentation"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "classifier_dropout_prob": 0.1,
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+ "decoder_hidden_size": 256,
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+ "depths": [
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+ 2,
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+ 2,
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+ 2
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+ ],
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+ "downsampling_rates": [
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+ 1,
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+ 4,
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+ 8,
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+ 16
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+ ],
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+ "drop_path_rate": 0.1,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_sizes": [
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+ 32,
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+ 64,
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+ 160,
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+ 256
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+ ],
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+ "id2label": {
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+ "0": "unlabeled",
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+ "1": "flat-road",
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+ "2": "flat-sidewalk",
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+ "3": "flat-crosswalk",
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+ "4": "flat-cyclinglane",
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+ "5": "flat-parkingdriveway",
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+ "6": "flat-railtrack",
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+ "7": "flat-curb",
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+ "8": "human-person",
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+ "9": "human-rider",
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+ "10": "vehicle-car",
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+ "11": "vehicle-truck",
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+ "12": "vehicle-bus",
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+ "13": "vehicle-tramtrain",
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+ "14": "vehicle-motorcycle",
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+ "15": "vehicle-bicycle",
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+ "16": "vehicle-caravan",
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+ "17": "vehicle-cartrailer",
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+ "18": "construction-building",
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+ "19": "construction-door",
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+ "20": "construction-wall",
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+ "21": "construction-fenceguardrail",
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+ "22": "construction-bridge",
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+ "23": "construction-tunnel",
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+ "24": "construction-stairs",
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+ "25": "object-pole",
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+ "26": "object-trafficsign",
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+ "27": "object-trafficlight",
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+ "28": "nature-vegetation",
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+ "29": "nature-terrain",
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+ "30": "sky",
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+ "31": "void-ground",
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+ "32": "void-dynamic",
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+ "33": "void-static",
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+ "34": "void-unclear"
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+ },
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+ "initializer_range": 0.02,
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+ "construction-stairs": "24",
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+ "construction-tunnel": "23",
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+ "construction-wall": "20",
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+ "flat-crosswalk": "3",
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+ "flat-curb": "7",
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+ "flat-cyclinglane": "4",
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+ "flat-parkingdriveway": "5",
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+ "flat-railtrack": "6",
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+ "flat-road": "1",
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+ "flat-sidewalk": "2",
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+ "human-person": "8",
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+ "human-rider": "9",
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+ "nature-terrain": "29",
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+ "nature-vegetation": "28",
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+ "object-pole": "25",
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+ "object-trafficlight": "27",
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+ "object-trafficsign": "26",
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+ "sky": "30",
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+ "unlabeled": "0",
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+ "vehicle-bicycle": "15",
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+ "vehicle-bus": "12",
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+ "vehicle-car": "10",
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+ "vehicle-caravan": "16",
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+ "vehicle-cartrailer": "17",
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+ "vehicle-motorcycle": "14",
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+ "vehicle-tramtrain": "13",
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+ "vehicle-truck": "11",
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+ "void-dynamic": "32",
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+ "void-ground": "31",
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+ "void-static": "33",
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+ "void-unclear": "34"
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+ },
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+ "layer_norm_eps": 1e-06,
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+ "mlp_ratios": [
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+ "model_type": "segformer",
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+ "reshape_last_stage": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.36.0.dev0"
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+ }
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