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Browse files- checkpoint-3255/config.json +118 -0
- checkpoint-3255/model.safetensors +3 -0
- checkpoint-3255/optimizer.pt +3 -0
- checkpoint-3255/preprocessor_config.json +36 -0
- checkpoint-3255/rng_state.pth +3 -0
- checkpoint-3255/scheduler.pt +3 -0
- checkpoint-3255/trainer_state.json +108 -0
- checkpoint-3255/training_args.bin +3 -0
- config.json +118 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- training_args.bin +3 -0
checkpoint-3255/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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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": "Bicycles crossing",
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"1": "Children crossing",
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"2": "Danger Ahead",
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"3": "Dangerous curve to the left",
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"4": "Dangerous curve to the right",
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"5": "Dont Go Left",
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"6": "Dont Go Left or Right",
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"7": "Dont Go Right",
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"8": "Dont Go straight",
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"9": "Dont Go straight or left",
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"10": "Dont overtake from Left",
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"11": "Fences",
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"12": "Go Left",
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"13": "Go Left or right",
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"14": "Go Right",
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"15": "Go left or straight",
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"16": "Go right or straight",
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"17": "Go straight",
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"18": "Go straight or right",
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"19": "Heavy Vehicle Accidents",
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"20": "Horn",
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"21": "No Car",
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"22": "No Uturn",
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"23": "No entry",
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"24": "No horn",
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"25": "No stopping",
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"26": "Road Divider",
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"27": "Roundabout mandatory",
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"28": "Speed limit (15km/h)",
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"29": "Speed limit (30km/h)",
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"30": "Speed limit (40km/h)",
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"31": "Speed limit (50km/h)",
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"32": "Speed limit (5km/h)",
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"33": "Speed limit (60km/h)",
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"34": "Speed limit (70km/h)",
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"35": "Train Crossing",
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"36": "Under Construction",
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"37": "Unknown",
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"38": "Uturn",
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"39": "Zebra Crossing",
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"40": "ZigZag Curve",
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"41": "keep Left",
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"42": "keep Right",
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"43": "speed limit (80km/h)",
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"44": "watch out for cars"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Bicycles crossing": 0,
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"Children crossing": 1,
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"Danger Ahead": 2,
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"Dangerous curve to the left": 3,
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"Dangerous curve to the right": 4,
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| 67 |
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"Dont Go Left": 5,
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| 68 |
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"Dont Go Left or Right": 6,
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| 69 |
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"Dont Go Right": 7,
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| 70 |
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"Dont Go straight": 8,
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| 71 |
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"Dont Go straight or left": 9,
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| 72 |
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"Dont overtake from Left": 10,
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| 73 |
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"Fences": 11,
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| 74 |
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"Go Left": 12,
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"Go Left or right": 13,
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| 76 |
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"Go Right": 14,
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| 77 |
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"Go left or straight": 15,
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"Go right or straight": 16,
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"Go straight": 17,
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"Go straight or right": 18,
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"Heavy Vehicle Accidents": 19,
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"Horn": 20,
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"No Car": 21,
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"No Uturn": 22,
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"No entry": 23,
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"No horn": 24,
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"No stopping": 25,
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"Road Divider": 26,
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"Roundabout mandatory": 27,
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"Speed limit (15km/h)": 28,
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| 91 |
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"Speed limit (30km/h)": 29,
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| 92 |
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"Speed limit (40km/h)": 30,
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| 93 |
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"Speed limit (50km/h)": 31,
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| 94 |
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"Speed limit (5km/h)": 32,
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| 95 |
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"Speed limit (60km/h)": 33,
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| 96 |
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"Speed limit (70km/h)": 34,
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| 97 |
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"Train Crossing": 35,
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| 98 |
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"Under Construction": 36,
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"Unknown": 37,
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"Uturn": 38,
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| 101 |
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"Zebra Crossing": 39,
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| 102 |
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"ZigZag Curve": 40,
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| 103 |
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"keep Left": 41,
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| 104 |
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"keep Right": 42,
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| 105 |
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"speed limit (80km/h)": 43,
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| 106 |
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"watch out for cars": 44
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},
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| 108 |
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"layer_norm_eps": 1e-12,
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| 109 |
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"model_type": "vit",
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| 110 |
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"num_attention_heads": 12,
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| 111 |
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"num_channels": 3,
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| 112 |
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"num_hidden_layers": 12,
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| 113 |
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"patch_size": 16,
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| 114 |
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"problem_type": "single_label_classification",
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| 115 |
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.40.0"
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}
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checkpoint-3255/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c6158ae5c60a87f9aa16253333d27237f1d8886e95631d27cad58211ae22bb0
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size 343356252
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checkpoint-3255/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fb5240159576dff09c7040f402e6fd6bf0508d08bf852764dc3e37e2da30eb0d
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size 686833338
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checkpoint-3255/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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| 6 |
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"resample",
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| 7 |
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"do_rescale",
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| 8 |
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"rescale_factor",
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| 9 |
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"do_normalize",
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| 10 |
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"image_mean",
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| 11 |
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"image_std",
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| 12 |
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"return_tensors",
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| 13 |
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"data_format",
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| 14 |
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"input_data_format"
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| 15 |
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],
|
| 16 |
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"do_normalize": true,
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| 17 |
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"do_rescale": true,
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| 18 |
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"do_resize": true,
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| 19 |
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"image_mean": [
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| 20 |
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0.5,
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| 21 |
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0.5,
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| 22 |
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0.5
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| 23 |
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],
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| 24 |
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"image_processor_type": "ViTImageProcessor",
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| 25 |
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"image_std": [
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| 26 |
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0.5,
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| 27 |
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0.5,
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| 28 |
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0.5
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| 29 |
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],
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| 30 |
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"resample": 2,
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| 31 |
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"rescale_factor": 0.00392156862745098,
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| 32 |
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"size": {
|
| 33 |
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"height": 224,
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| 34 |
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"width": 224
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| 35 |
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}
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| 36 |
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}
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checkpoint-3255/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:5ee7997873e501902725a2b1953558ebdd01ed1c84958f5be10062cd5afe17c8
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| 3 |
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size 14244
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checkpoint-3255/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:8d6e6af4429a7348b95d8a55006461f7cb036ebc4b3a2c1a94a1b59dba0dc0ee
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| 3 |
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size 1064
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checkpoint-3255/trainer_state.json
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{
|
| 2 |
+
"best_metric": 2.9360151290893555,
|
| 3 |
+
"best_model_checkpoint": "traffic_sign_detection/checkpoint-3255",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
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"global_step": 3255,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
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"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 0.7680491551459293,
|
| 13 |
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"grad_norm": 1.5009950399398804,
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| 14 |
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"learning_rate": 1.7191887675507019e-06,
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| 15 |
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"loss": 3.6834,
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| 16 |
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"step": 500
|
| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 1.0,
|
| 20 |
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"eval_accuracy": 0.3687851275399914,
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| 21 |
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"eval_loss": 3.585068702697754,
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| 22 |
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"eval_runtime": 23.4653,
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| 23 |
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"eval_samples_per_second": 98.571,
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| 24 |
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"eval_steps_per_second": 12.359,
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| 25 |
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"step": 651
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| 26 |
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},
|
| 27 |
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{
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| 28 |
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"epoch": 1.5360983102918588,
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| 29 |
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"grad_norm": 1.6353492736816406,
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| 30 |
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"learning_rate": 1.4071762870514821e-06,
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| 31 |
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"loss": 3.3809,
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| 32 |
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"step": 1000
|
| 33 |
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},
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| 34 |
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{
|
| 35 |
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"epoch": 2.0,
|
| 36 |
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"eval_accuracy": 0.6502377864245569,
|
| 37 |
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"eval_loss": 3.3017969131469727,
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| 38 |
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"eval_runtime": 23.2776,
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| 39 |
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"eval_samples_per_second": 99.366,
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| 40 |
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"eval_steps_per_second": 12.458,
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| 41 |
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"step": 1302
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| 42 |
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},
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| 43 |
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{
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| 44 |
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"epoch": 2.3041474654377883,
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"grad_norm": 1.6631314754486084,
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"learning_rate": 1.0951638065522622e-06,
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| 47 |
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"loss": 3.1341,
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| 48 |
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"step": 1500
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| 49 |
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},
|
| 50 |
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{
|
| 51 |
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"epoch": 3.0,
|
| 52 |
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"eval_accuracy": 0.7423259835711198,
|
| 53 |
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"eval_loss": 3.092193365097046,
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"eval_runtime": 23.2504,
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| 55 |
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"eval_samples_per_second": 99.482,
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| 56 |
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"eval_steps_per_second": 12.473,
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| 57 |
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"step": 1953
|
| 58 |
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},
|
| 59 |
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{
|
| 60 |
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"epoch": 3.0721966205837172,
|
| 61 |
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"grad_norm": 1.7302379608154297,
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| 62 |
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"learning_rate": 7.831513260530422e-07,
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| 63 |
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"loss": 2.9474,
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| 64 |
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"step": 2000
|
| 65 |
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},
|
| 66 |
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{
|
| 67 |
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"epoch": 3.8402457757296466,
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| 68 |
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"grad_norm": 1.7401925325393677,
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| 69 |
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"learning_rate": 4.7113884555382213e-07,
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| 70 |
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"loss": 2.825,
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| 71 |
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"step": 2500
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| 72 |
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},
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| 73 |
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{
|
| 74 |
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"epoch": 4.0,
|
| 75 |
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"eval_accuracy": 0.7851275399913532,
|
| 76 |
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"eval_loss": 2.9739248752593994,
|
| 77 |
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"eval_runtime": 23.2681,
|
| 78 |
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"eval_samples_per_second": 99.407,
|
| 79 |
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"eval_steps_per_second": 12.463,
|
| 80 |
+
"step": 2604
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
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"epoch": 4.6082949308755765,
|
| 84 |
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"grad_norm": 1.737073540687561,
|
| 85 |
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"learning_rate": 1.5912636505460217e-07,
|
| 86 |
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"loss": 2.7523,
|
| 87 |
+
"step": 3000
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 5.0,
|
| 91 |
+
"eval_accuracy": 0.7980977086035452,
|
| 92 |
+
"eval_loss": 2.9360151290893555,
|
| 93 |
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"eval_runtime": 23.295,
|
| 94 |
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"eval_samples_per_second": 99.292,
|
| 95 |
+
"eval_steps_per_second": 12.449,
|
| 96 |
+
"step": 3255
|
| 97 |
+
}
|
| 98 |
+
],
|
| 99 |
+
"logging_steps": 500,
|
| 100 |
+
"max_steps": 3255,
|
| 101 |
+
"num_input_tokens_seen": 0,
|
| 102 |
+
"num_train_epochs": 5,
|
| 103 |
+
"save_steps": 500,
|
| 104 |
+
"total_flos": 8.068862243415214e+18,
|
| 105 |
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"train_batch_size": 32,
|
| 106 |
+
"trial_name": null,
|
| 107 |
+
"trial_params": null
|
| 108 |
+
}
|
checkpoint-3255/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f46aafcac3d94ff9c5bf6bf215e8bf019ae0e0cc0c23aae101c4fdb5d4ca7cec
|
| 3 |
+
size 4920
|
config.json
ADDED
|
@@ -0,0 +1,118 @@
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|
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|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
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|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"ViTForImageClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"encoder_stride": 16,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.0,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "Bicycles crossing",
|
| 13 |
+
"1": "Children crossing",
|
| 14 |
+
"2": "Danger Ahead",
|
| 15 |
+
"3": "Dangerous curve to the left",
|
| 16 |
+
"4": "Dangerous curve to the right",
|
| 17 |
+
"5": "Dont Go Left",
|
| 18 |
+
"6": "Dont Go Left or Right",
|
| 19 |
+
"7": "Dont Go Right",
|
| 20 |
+
"8": "Dont Go straight",
|
| 21 |
+
"9": "Dont Go straight or left",
|
| 22 |
+
"10": "Dont overtake from Left",
|
| 23 |
+
"11": "Fences",
|
| 24 |
+
"12": "Go Left",
|
| 25 |
+
"13": "Go Left or right",
|
| 26 |
+
"14": "Go Right",
|
| 27 |
+
"15": "Go left or straight",
|
| 28 |
+
"16": "Go right or straight",
|
| 29 |
+
"17": "Go straight",
|
| 30 |
+
"18": "Go straight or right",
|
| 31 |
+
"19": "Heavy Vehicle Accidents",
|
| 32 |
+
"20": "Horn",
|
| 33 |
+
"21": "No Car",
|
| 34 |
+
"22": "No Uturn",
|
| 35 |
+
"23": "No entry",
|
| 36 |
+
"24": "No horn",
|
| 37 |
+
"25": "No stopping",
|
| 38 |
+
"26": "Road Divider",
|
| 39 |
+
"27": "Roundabout mandatory",
|
| 40 |
+
"28": "Speed limit (15km/h)",
|
| 41 |
+
"29": "Speed limit (30km/h)",
|
| 42 |
+
"30": "Speed limit (40km/h)",
|
| 43 |
+
"31": "Speed limit (50km/h)",
|
| 44 |
+
"32": "Speed limit (5km/h)",
|
| 45 |
+
"33": "Speed limit (60km/h)",
|
| 46 |
+
"34": "Speed limit (70km/h)",
|
| 47 |
+
"35": "Train Crossing",
|
| 48 |
+
"36": "Under Construction",
|
| 49 |
+
"37": "Unknown",
|
| 50 |
+
"38": "Uturn",
|
| 51 |
+
"39": "Zebra Crossing",
|
| 52 |
+
"40": "ZigZag Curve",
|
| 53 |
+
"41": "keep Left",
|
| 54 |
+
"42": "keep Right",
|
| 55 |
+
"43": "speed limit (80km/h)",
|
| 56 |
+
"44": "watch out for cars"
|
| 57 |
+
},
|
| 58 |
+
"image_size": 224,
|
| 59 |
+
"initializer_range": 0.02,
|
| 60 |
+
"intermediate_size": 3072,
|
| 61 |
+
"label2id": {
|
| 62 |
+
"Bicycles crossing": 0,
|
| 63 |
+
"Children crossing": 1,
|
| 64 |
+
"Danger Ahead": 2,
|
| 65 |
+
"Dangerous curve to the left": 3,
|
| 66 |
+
"Dangerous curve to the right": 4,
|
| 67 |
+
"Dont Go Left": 5,
|
| 68 |
+
"Dont Go Left or Right": 6,
|
| 69 |
+
"Dont Go Right": 7,
|
| 70 |
+
"Dont Go straight": 8,
|
| 71 |
+
"Dont Go straight or left": 9,
|
| 72 |
+
"Dont overtake from Left": 10,
|
| 73 |
+
"Fences": 11,
|
| 74 |
+
"Go Left": 12,
|
| 75 |
+
"Go Left or right": 13,
|
| 76 |
+
"Go Right": 14,
|
| 77 |
+
"Go left or straight": 15,
|
| 78 |
+
"Go right or straight": 16,
|
| 79 |
+
"Go straight": 17,
|
| 80 |
+
"Go straight or right": 18,
|
| 81 |
+
"Heavy Vehicle Accidents": 19,
|
| 82 |
+
"Horn": 20,
|
| 83 |
+
"No Car": 21,
|
| 84 |
+
"No Uturn": 22,
|
| 85 |
+
"No entry": 23,
|
| 86 |
+
"No horn": 24,
|
| 87 |
+
"No stopping": 25,
|
| 88 |
+
"Road Divider": 26,
|
| 89 |
+
"Roundabout mandatory": 27,
|
| 90 |
+
"Speed limit (15km/h)": 28,
|
| 91 |
+
"Speed limit (30km/h)": 29,
|
| 92 |
+
"Speed limit (40km/h)": 30,
|
| 93 |
+
"Speed limit (50km/h)": 31,
|
| 94 |
+
"Speed limit (5km/h)": 32,
|
| 95 |
+
"Speed limit (60km/h)": 33,
|
| 96 |
+
"Speed limit (70km/h)": 34,
|
| 97 |
+
"Train Crossing": 35,
|
| 98 |
+
"Under Construction": 36,
|
| 99 |
+
"Unknown": 37,
|
| 100 |
+
"Uturn": 38,
|
| 101 |
+
"Zebra Crossing": 39,
|
| 102 |
+
"ZigZag Curve": 40,
|
| 103 |
+
"keep Left": 41,
|
| 104 |
+
"keep Right": 42,
|
| 105 |
+
"speed limit (80km/h)": 43,
|
| 106 |
+
"watch out for cars": 44
|
| 107 |
+
},
|
| 108 |
+
"layer_norm_eps": 1e-12,
|
| 109 |
+
"model_type": "vit",
|
| 110 |
+
"num_attention_heads": 12,
|
| 111 |
+
"num_channels": 3,
|
| 112 |
+
"num_hidden_layers": 12,
|
| 113 |
+
"patch_size": 16,
|
| 114 |
+
"problem_type": "single_label_classification",
|
| 115 |
+
"qkv_bias": true,
|
| 116 |
+
"torch_dtype": "float32",
|
| 117 |
+
"transformers_version": "4.40.0"
|
| 118 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1c6158ae5c60a87f9aa16253333d27237f1d8886e95631d27cad58211ae22bb0
|
| 3 |
+
size 343356252
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"do_resize",
|
| 5 |
+
"size",
|
| 6 |
+
"resample",
|
| 7 |
+
"do_rescale",
|
| 8 |
+
"rescale_factor",
|
| 9 |
+
"do_normalize",
|
| 10 |
+
"image_mean",
|
| 11 |
+
"image_std",
|
| 12 |
+
"return_tensors",
|
| 13 |
+
"data_format",
|
| 14 |
+
"input_data_format"
|
| 15 |
+
],
|
| 16 |
+
"do_normalize": true,
|
| 17 |
+
"do_rescale": true,
|
| 18 |
+
"do_resize": true,
|
| 19 |
+
"image_mean": [
|
| 20 |
+
0.5,
|
| 21 |
+
0.5,
|
| 22 |
+
0.5
|
| 23 |
+
],
|
| 24 |
+
"image_processor_type": "ViTImageProcessor",
|
| 25 |
+
"image_std": [
|
| 26 |
+
0.5,
|
| 27 |
+
0.5,
|
| 28 |
+
0.5
|
| 29 |
+
],
|
| 30 |
+
"resample": 2,
|
| 31 |
+
"rescale_factor": 0.00392156862745098,
|
| 32 |
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"size": {
|
| 33 |
+
"height": 224,
|
| 34 |
+
"width": 224
|
| 35 |
+
}
|
| 36 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f46aafcac3d94ff9c5bf6bf215e8bf019ae0e0cc0c23aae101c4fdb5d4ca7cec
|
| 3 |
+
size 4920
|