Commit ·
9ce87c9
1
Parent(s): 471f4ce
Added trained model files
Browse files- all_results.json +9 -0
- config.json +149 -0
- model.safetensors +3 -0
- trained_model_results.json +9 -0
- trainer_state.json +371 -0
- training_args.bin +3 -0
all_results.json
ADDED
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{
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"epoch": 20.0,
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"eval_f1": 0.9689867070609877,
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"eval_loss": 0.10238795727491379,
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"eval_runtime": 125.4849,
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"eval_samples_per_second": 100.65,
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"eval_steps_per_second": 1.578,
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"step": 2680
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}
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config.json
ADDED
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{
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"_name_or_path": "microsoft/swinv2-tiny-patch4-window16-256",
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"architectures": [
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"Swinv2ForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"depths": [
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2,
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2,
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6,
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2
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],
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"drop_path_rate": 0.1,
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"embed_dim": 96,
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"encoder_stride": 32,
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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": "Speed limit (20km/h)",
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"1": "Speed limit (30km/h)",
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"2": "Speed limit (50km/h)",
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"3": "Speed limit (60km/h)",
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"4": "Speed limit (70km/h)",
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"5": "Speed limit (80km/h)",
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"6": "End of speed limit (80km/h)",
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"7": "Speed limit (100km/h)",
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"8": "Speed limit (120km/h)",
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"9": "No passing",
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"10": "No passing for vehicles over 3.5 metric tons",
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"11": "Right-of-way at the next intersection",
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"12": "Priority road",
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"13": "Yield",
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"14": "Stop",
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"15": "No vehicles",
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"16": "Vehicles over 3.5 metric tons prohibited",
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| 37 |
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"17": "No entry",
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| 38 |
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"18": "General caution",
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"19": "Dangerous curve to the left",
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"20": "Dangerous curve to the right",
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"21": "Double curve",
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"22": "Bumpy road",
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"23": "Slippery road",
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"24": "Road narrows on the right",
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"25": "Road work",
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"26": "Traffic signals",
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"27": "Pedestrians",
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"28": "Children crossing",
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"29": "Bicycles crossing",
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"30": "Beware of ice/snow",
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"31": "Wild animals crossing",
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"32": "End of all speed and passing limits",
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"33": "Turn right ahead",
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"34": "Turn left ahead",
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"35": "Ahead only",
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"36": "Go straight or right",
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"37": "Go straight or left",
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"38": "Keep right",
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"39": "Keep left",
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"40": "Roundabout mandatory",
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"41": "End of no passing",
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"42": "End of no passing by vehicles over 3.5 metric tons"
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},
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"image_size": 256,
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"initializer_range": 0.02,
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"label2id": {
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"Ahead only": 35,
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"Beware of ice/snow": 30,
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"Bicycles crossing": 29,
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"Bumpy road": 22,
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"Children crossing": 28,
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"Dangerous curve to the left": 19,
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"Dangerous curve to the right": 20,
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"Double curve": 21,
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"End of all speed and passing limits": 32,
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"End of no passing": 41,
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"End of no passing by vehicles over 3.5 metric tons": 42,
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"End of speed limit (80km/h)": 6,
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"General caution": 18,
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"Go straight or left": 37,
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"Go straight or right": 36,
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"Keep left": 39,
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"Keep right": 38,
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"No entry": 17,
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"No passing": 9,
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"No passing for vehicles over 3.5 metric tons": 10,
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"No vehicles": 15,
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"Pedestrians": 27,
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"Priority road": 12,
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"Right-of-way at the next intersection": 11,
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"Road narrows on the right": 24,
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"Road work": 25,
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"Roundabout mandatory": 40,
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"Slippery road": 23,
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"Speed limit (100km/h)": 7,
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"Speed limit (120km/h)": 8,
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"Speed limit (20km/h)": 0,
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"Speed limit (30km/h)": 1,
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"Speed limit (50km/h)": 2,
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"Speed limit (60km/h)": 3,
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| 101 |
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"Speed limit (70km/h)": 4,
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| 102 |
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"Speed limit (80km/h)": 5,
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| 103 |
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"Stop": 14,
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| 104 |
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"Traffic signals": 26,
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| 105 |
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"Turn left ahead": 34,
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| 106 |
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"Turn right ahead": 33,
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| 107 |
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"Vehicles over 3.5 metric tons prohibited": 16,
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| 108 |
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"Wild animals crossing": 31,
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| 109 |
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"Yield": 13
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},
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| 111 |
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"layer_norm_eps": 1e-05,
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| 112 |
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"mlp_ratio": 4.0,
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| 113 |
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"model_type": "swinv2",
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| 114 |
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"num_channels": 3,
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| 115 |
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"num_heads": [
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3,
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6,
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12,
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24
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],
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"num_layers": 4,
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"out_features": [
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"stage4"
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],
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"out_indices": [
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| 126 |
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4
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],
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| 128 |
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"patch_size": 4,
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| 129 |
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"path_norm": true,
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"pretrained_window_sizes": [
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| 131 |
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0,
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0,
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| 133 |
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0,
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0
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],
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"problem_type": "single_label_classification",
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| 137 |
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"qkv_bias": true,
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| 138 |
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"stage_names": [
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"stem",
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| 140 |
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"stage1",
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| 141 |
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"stage2",
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| 142 |
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"stage3",
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| 143 |
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"stage4"
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| 144 |
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],
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| 145 |
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"torch_dtype": "float32",
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| 146 |
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"transformers_version": "4.41.2",
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| 147 |
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"use_absolute_embeddings": false,
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| 148 |
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"window_size": 16
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| 149 |
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9c47afd4244906a668dda1b832ca8698b7626ff21ddf0a8e9825f6d27bab4e9f
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size 110476284
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trained_model_results.json
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{
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"epoch": 20.0,
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"eval_f1": 0.9689867070609877,
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"eval_loss": 0.10238795727491379,
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"eval_runtime": 125.4849,
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"eval_samples_per_second": 100.65,
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"eval_steps_per_second": 1.578,
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"step": 2680
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}
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trainer_state.json
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+
"stateful_callbacks": {
|
| 356 |
+
"TrainerControl": {
|
| 357 |
+
"args": {
|
| 358 |
+
"should_epoch_stop": false,
|
| 359 |
+
"should_evaluate": false,
|
| 360 |
+
"should_log": false,
|
| 361 |
+
"should_save": true,
|
| 362 |
+
"should_training_stop": true
|
| 363 |
+
},
|
| 364 |
+
"attributes": {}
|
| 365 |
+
}
|
| 366 |
+
},
|
| 367 |
+
"total_flos": 2.773139351595909e+18,
|
| 368 |
+
"train_batch_size": 32,
|
| 369 |
+
"trial_name": null,
|
| 370 |
+
"trial_params": null
|
| 371 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4c07dd95c08cd618e082874c9a26aeef3ac6a0a356838847e4fd19e123f2e94
|
| 3 |
+
size 5048
|