Training in progress, epoch 1
Browse files- config.json +77 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- tmp-checkpoint-1927/config.json +77 -0
- tmp-checkpoint-1927/model.safetensors +3 -0
- tmp-checkpoint-1927/optimizer.pt +3 -0
- tmp-checkpoint-1927/preprocessor_config.json +22 -0
- tmp-checkpoint-1927/rng_state.pth +3 -0
- tmp-checkpoint-1927/scheduler.pt +3 -0
- tmp-checkpoint-1927/trainer_state.json +1193 -0
- tmp-checkpoint-1927/training_args.bin +3 -0
- training_args.bin +3 -0
config.json
ADDED
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| 1 |
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{
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| 2 |
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"_name_or_path": "microsoft/swinv2-base-patch4-window12-192-22k",
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| 3 |
+
"architectures": [
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| 4 |
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"Swinv2ForImageClassification"
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| 5 |
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],
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| 6 |
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"attention_probs_dropout_prob": 0.0,
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| 7 |
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"depths": [
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| 8 |
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2,
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| 9 |
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2,
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| 10 |
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18,
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| 11 |
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2
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| 12 |
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],
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| 13 |
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"drop_path_rate": 0.1,
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| 14 |
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"embed_dim": 128,
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| 15 |
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"encoder_stride": 32,
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| 16 |
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"hidden_act": "gelu",
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| 17 |
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"hidden_dropout_prob": 0.0,
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| 18 |
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"hidden_size": 1024,
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| 19 |
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"id2label": {
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| 20 |
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"0": "Cracking",
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| 21 |
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"1": "For Review",
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| 22 |
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"2": "Joint Defect",
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| 23 |
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"3": "Non Distressed",
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| 24 |
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"4": "Patches",
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| 25 |
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"5": "Potholes",
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| 26 |
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"6": "Wearing Surface"
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| 27 |
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},
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| 28 |
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"image_size": 192,
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| 29 |
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"initializer_range": 0.02,
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| 30 |
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"label2id": {
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| 31 |
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"Cracking": 0,
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| 32 |
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"For Review": 1,
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| 33 |
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"Joint Defect": 2,
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| 34 |
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"Non Distressed": 3,
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| 35 |
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"Patches": 4,
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| 36 |
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"Potholes": 5,
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| 37 |
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"Wearing Surface": 6
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| 38 |
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},
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| 39 |
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"layer_norm_eps": 1e-05,
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| 40 |
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"mlp_ratio": 4.0,
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| 41 |
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"model_type": "swinv2",
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| 42 |
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"num_channels": 3,
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| 43 |
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"num_heads": [
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| 44 |
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4,
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| 45 |
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8,
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| 46 |
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16,
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| 47 |
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32
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| 48 |
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],
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| 49 |
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"num_layers": 4,
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| 50 |
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"out_features": [
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| 51 |
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"stage4"
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| 52 |
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],
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| 53 |
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"out_indices": [
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| 54 |
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4
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| 55 |
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],
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| 56 |
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"patch_size": 4,
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| 57 |
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"path_norm": true,
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| 58 |
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"pretrained_window_sizes": [
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| 59 |
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0,
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0,
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| 61 |
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0,
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0
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],
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| 64 |
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"problem_type": "single_label_classification",
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| 65 |
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"qkv_bias": true,
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| 66 |
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"stage_names": [
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| 67 |
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"stem",
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| 68 |
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"stage1",
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| 69 |
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"stage2",
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| 70 |
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"stage3",
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| 71 |
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"stage4"
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| 72 |
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],
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| 73 |
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"torch_dtype": "float32",
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| 74 |
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"transformers_version": "4.37.2",
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| 75 |
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"use_absolute_embeddings": false,
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| 76 |
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"window_size": 12
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| 77 |
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}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:bb53057265614e15f3e69b87c9a2b665ad7f8ebe4815c0cac49e8d65bbb885ef
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| 3 |
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size 347665996
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preprocessor_config.json
ADDED
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@@ -0,0 +1,22 @@
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{
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"do_normalize": true,
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"do_rescale": true,
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| 4 |
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"do_resize": true,
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| 5 |
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"image_mean": [
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| 6 |
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0.485,
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| 7 |
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0.456,
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| 8 |
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0.406
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| 9 |
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],
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| 10 |
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"image_processor_type": "ViTImageProcessor",
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| 11 |
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"image_std": [
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| 12 |
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0.229,
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| 13 |
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0.224,
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| 14 |
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0.225
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| 15 |
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],
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| 16 |
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"resample": 3,
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| 17 |
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"rescale_factor": 0.00392156862745098,
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| 18 |
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"size": {
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| 19 |
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"height": 192,
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| 20 |
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"width": 192
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| 21 |
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}
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| 22 |
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}
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tmp-checkpoint-1927/config.json
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{
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| 2 |
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"_name_or_path": "microsoft/swinv2-base-patch4-window12-192-22k",
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| 3 |
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"architectures": [
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| 4 |
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"Swinv2ForImageClassification"
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| 5 |
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],
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| 6 |
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"attention_probs_dropout_prob": 0.0,
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| 7 |
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"depths": [
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| 8 |
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2,
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| 9 |
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2,
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| 10 |
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18,
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| 11 |
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2
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| 12 |
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],
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| 13 |
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"drop_path_rate": 0.1,
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| 14 |
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"embed_dim": 128,
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| 15 |
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"encoder_stride": 32,
|
| 16 |
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"hidden_act": "gelu",
|
| 17 |
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"hidden_dropout_prob": 0.0,
|
| 18 |
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"hidden_size": 1024,
|
| 19 |
+
"id2label": {
|
| 20 |
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"0": "Cracking",
|
| 21 |
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"1": "For Review",
|
| 22 |
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"2": "Joint Defect",
|
| 23 |
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"3": "Non Distressed",
|
| 24 |
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"4": "Patches",
|
| 25 |
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"5": "Potholes",
|
| 26 |
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"6": "Wearing Surface"
|
| 27 |
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},
|
| 28 |
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"image_size": 192,
|
| 29 |
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"initializer_range": 0.02,
|
| 30 |
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"label2id": {
|
| 31 |
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"Cracking": 0,
|
| 32 |
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"For Review": 1,
|
| 33 |
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"Joint Defect": 2,
|
| 34 |
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"Non Distressed": 3,
|
| 35 |
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"Patches": 4,
|
| 36 |
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"Potholes": 5,
|
| 37 |
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"Wearing Surface": 6
|
| 38 |
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},
|
| 39 |
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"layer_norm_eps": 1e-05,
|
| 40 |
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"mlp_ratio": 4.0,
|
| 41 |
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"model_type": "swinv2",
|
| 42 |
+
"num_channels": 3,
|
| 43 |
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"num_heads": [
|
| 44 |
+
4,
|
| 45 |
+
8,
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| 46 |
+
16,
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| 47 |
+
32
|
| 48 |
+
],
|
| 49 |
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"num_layers": 4,
|
| 50 |
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"out_features": [
|
| 51 |
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"stage4"
|
| 52 |
+
],
|
| 53 |
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"out_indices": [
|
| 54 |
+
4
|
| 55 |
+
],
|
| 56 |
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"patch_size": 4,
|
| 57 |
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"path_norm": true,
|
| 58 |
+
"pretrained_window_sizes": [
|
| 59 |
+
0,
|
| 60 |
+
0,
|
| 61 |
+
0,
|
| 62 |
+
0
|
| 63 |
+
],
|
| 64 |
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"problem_type": "single_label_classification",
|
| 65 |
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"qkv_bias": true,
|
| 66 |
+
"stage_names": [
|
| 67 |
+
"stem",
|
| 68 |
+
"stage1",
|
| 69 |
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"stage2",
|
| 70 |
+
"stage3",
|
| 71 |
+
"stage4"
|
| 72 |
+
],
|
| 73 |
+
"torch_dtype": "float32",
|
| 74 |
+
"transformers_version": "4.37.2",
|
| 75 |
+
"use_absolute_embeddings": false,
|
| 76 |
+
"window_size": 12
|
| 77 |
+
}
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tmp-checkpoint-1927/model.safetensors
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:bb53057265614e15f3e69b87c9a2b665ad7f8ebe4815c0cac49e8d65bbb885ef
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| 3 |
+
size 347665996
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tmp-checkpoint-1927/optimizer.pt
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:45306e971f034b6a44fb1b6533823e375f8648748fc407bf605fd014c68eb234
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| 3 |
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size 695604061
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tmp-checkpoint-1927/preprocessor_config.json
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@@ -0,0 +1,22 @@
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{
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| 2 |
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"do_normalize": true,
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| 3 |
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"do_rescale": true,
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| 4 |
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"do_resize": true,
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| 5 |
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"image_mean": [
|
| 6 |
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0.485,
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| 7 |
+
0.456,
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| 8 |
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0.406
|
| 9 |
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],
|
| 10 |
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"image_processor_type": "ViTImageProcessor",
|
| 11 |
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"image_std": [
|
| 12 |
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0.229,
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| 13 |
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0.224,
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| 14 |
+
0.225
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| 15 |
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],
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| 16 |
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"resample": 3,
|
| 17 |
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"rescale_factor": 0.00392156862745098,
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| 18 |
+
"size": {
|
| 19 |
+
"height": 192,
|
| 20 |
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"width": 192
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| 21 |
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}
|
| 22 |
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}
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tmp-checkpoint-1927/rng_state.pth
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ee6091c68605ce96db6b57ef17cd847fef87ce93f476c85bb323e43c8d58493c
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| 3 |
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size 14244
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tmp-checkpoint-1927/scheduler.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:f6b93b2a842f7917bf3347f5f7e86b21562d10ffd84b6f28b1bdd5c888f1ba40
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| 3 |
+
size 1064
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tmp-checkpoint-1927/trainer_state.json
ADDED
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@@ -0,0 +1,1193 @@
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+
"precision": 0.6627476748491293
|
| 1174 |
+
},
|
| 1175 |
+
"eval_recall": {
|
| 1176 |
+
"recall": 0.5484607592874412
|
| 1177 |
+
},
|
| 1178 |
+
"eval_runtime": 214.6494,
|
| 1179 |
+
"eval_samples_per_second": 17.96,
|
| 1180 |
+
"eval_steps_per_second": 8.982,
|
| 1181 |
+
"step": 1927
|
| 1182 |
+
}
|
| 1183 |
+
],
|
| 1184 |
+
"logging_steps": 10,
|
| 1185 |
+
"max_steps": 57810,
|
| 1186 |
+
"num_input_tokens_seen": 0,
|
| 1187 |
+
"num_train_epochs": 30,
|
| 1188 |
+
"save_steps": 500,
|
| 1189 |
+
"total_flos": 8.889378394745733e+17,
|
| 1190 |
+
"train_batch_size": 2,
|
| 1191 |
+
"trial_name": null,
|
| 1192 |
+
"trial_params": null
|
| 1193 |
+
}
|
tmp-checkpoint-1927/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc7c0f633499ef7b79e3057e99e58bfbfb1c03c08f9b6fa020f2228d0e2537df
|
| 3 |
+
size 4792
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fc7c0f633499ef7b79e3057e99e58bfbfb1c03c08f9b6fa020f2228d0e2537df
|
| 3 |
+
size 4792
|