Commit
•
0d2300f
1
Parent(s):
023972b
add model
Browse files- config.json +122 -0
- pytorch_model.bin +3 -0
config.json
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@@ -0,0 +1,122 @@
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{
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"_name_or_path": "nvidia/mit-b3",
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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": 768,
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"depths": [
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3,
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4,
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18,
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3
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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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64,
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128,
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320,
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512
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],
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"id2label": {
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"0": "unlabeled",
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"1": "paved-area",
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"2": "dirt",
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"3": "grass",
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"4": "gravel",
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"5": "water",
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"6": "rocks",
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"7": "pool",
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"8": "vegetation",
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"9": "roof",
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"10": "wall",
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"11": "window",
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"12": "door",
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"13": "fence",
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"14": "fence-pole",
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"15": "person",
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"16": "dog",
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"17": "car",
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"18": "bicycle",
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"19": "tree",
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"20": "bald-tree",
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"21": "ar-marker",
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"22": "obstacle",
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"23": "conflicting"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"ar-marker": 21,
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"bald-tree": 20,
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"bicycle": 18,
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"car": 17,
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"conflicting": 23,
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"dirt": 2,
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"dog": 16,
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"door": 12,
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"fence": 13,
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"fence-pole": 14,
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"grass": 3,
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"gravel": 4,
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"obstacle": 22,
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"paved-area": 1,
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"person": 15,
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"pool": 7,
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"rocks": 6,
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"roof": 9,
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"tree": 19,
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"unlabeled": 0,
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"vegetation": 8,
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"wall": 10,
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"water": 5,
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"window": 11
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},
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"layer_norm_eps": 1e-06,
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"mlp_ratios": [
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4,
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4,
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4,
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4
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],
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"model_type": "segformer",
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"num_attention_heads": [
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1,
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2,
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5,
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8
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],
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"num_channels": 3,
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"num_encoder_blocks": 4,
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"patch_sizes": [
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7,
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3,
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3,
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3
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],
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"reshape_last_stage": true,
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"semantic_loss_ignore_index": 255,
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"sr_ratios": [
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8,
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4,
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2,
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1
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],
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"strides": [
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4,
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2,
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2,
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2
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],
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"torch_dtype": "float32",
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"transformers_version": "4.21.1"
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}
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pytorch_model.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:61388e2048d93f2a3906784ed48caf29f2d0e1f3a595cbdfa67c5b164bc704d0
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size 189188473
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