lombardata
commited on
Commit
•
7131f9f
1
Parent(s):
332744f
Training in progress, epoch 1
Browse files- config.json +95 -0
- preprocessor_config.json +27 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,95 @@
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{
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"_name_or_path": "facebook/dinov2-base",
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"apply_layernorm": true,
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"architectures": [
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"NewheadDinov2ForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"drop_path_rate": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "Acropore_branched",
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"1": "Acropore_digitised",
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"2": "Acropore_tabular",
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"3": "Algae_assembly",
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"4": "Algae_limestone",
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"5": "Algae_sodding",
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"6": "Dead_coral",
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"7": "Fish",
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"8": "Human_object",
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"9": "Living_coral",
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"10": "Millepore",
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"11": "No_acropore_encrusting",
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"12": "No_acropore_massive",
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"13": "No_acropore_sub_massive",
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"14": "Rock",
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"15": "Sand",
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"16": "Scrap",
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"17": "Sea_cucumber",
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"18": "Syringodium_isoetifolium",
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"19": "Thalassodendron_ciliatum",
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"20": "Useless"
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},
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"image_size": 518,
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"initializer_range": 0.02,
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"label2id": {
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"Acropore_branched": 0,
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"Acropore_digitised": 1,
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"Acropore_tabular": 2,
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"Algae_assembly": 3,
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"Algae_limestone": 4,
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"Algae_sodding": 5,
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"Dead_coral": 6,
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"Fish": 7,
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"Human_object": 8,
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"Living_coral": 9,
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"Millepore": 10,
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"No_acropore_encrusting": 11,
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"No_acropore_massive": 12,
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"No_acropore_sub_massive": 13,
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"Rock": 14,
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"Sand": 15,
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"Scrap": 16,
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"Sea_cucumber": 17,
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"Syringodium_isoetifolium": 18,
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"Thalassodendron_ciliatum": 19,
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"Useless": 20
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},
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"layer_norm_eps": 1e-06,
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"layerscale_value": 1.0,
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"mlp_ratio": 4,
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"model_type": "dinov2",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"out_features": [
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"stage12"
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],
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"out_indices": [
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12
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],
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"patch_size": 14,
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"problem_type": "multi_label_classification",
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"qkv_bias": true,
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"reshape_hidden_states": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2",
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"stage3",
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"stage4",
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"stage5",
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"stage6",
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"stage7",
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"stage8",
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"stage9",
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"stage10",
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"stage11",
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"stage12"
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],
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"torch_dtype": "float32",
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"transformers_version": "4.34.1",
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"use_swiglu_ffn": false
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}
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preprocessor_config.json
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "BitImageProcessor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 256
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}
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}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d57a06e27e2a5688705cc379b3ad1c9d37e0e17a005a968845dc985e2cd47de
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size 352356486
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:0be9471ac1826e618147bdbd4029fa8359744266e47ed4e1a18262e98d0369c2
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size 4536
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