Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +26 -0
- config.json +66 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags: autotrain
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datasets:
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- abhishek/autotrain-data-vision_528a5bd60a4b4b1080538a6ede3f23c7
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co2_eq_emissions: 8.217704896005591
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---
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# Model Trained Using AutoTrain
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- Problem type: Multi-class Classification
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- Model ID: 260265
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- CO2 Emissions (in grams): 8.217704896005591
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## Validation Metrics
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- Loss: 0.24580252170562744
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- Accuracy: 0.914
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- Macro F1: 0.912823674084623
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- Micro F1: 0.914
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- Weighted F1: 0.9128236740846232
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- Macro Precision: 0.9135654150297885
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- Micro Precision: 0.914
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- Weighted Precision: 0.9135654150297884
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- Macro Recall: 0.9139999999999999
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- Micro Recall: 0.914
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- Weighted Recall: 0.914
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config.json
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{
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"_name_or_path": "AutoTrain",
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"architectures": [
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"SwinForImageClassification"
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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": "Ankle boot",
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"1": "Bag",
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"2": "Coat",
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"3": "Dress",
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"4": "Pullover",
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"5": "Sandal",
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"6": "Shirt",
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"7": "Sneaker",
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"8": "T - shirt / top",
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"9": "Trouser"
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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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"Ankle boot": "0",
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"Bag": "1",
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"Coat": "2",
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"Dress": "3",
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"Pullover": "4",
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"Sandal": "5",
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"Shirt": "6",
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"Sneaker": "7",
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"T - shirt / top": "8",
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"Trouser": "9"
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},
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"layer_norm_eps": 1e-05,
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"max_length": 128,
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"mlp_ratio": 4.0,
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"model_type": "swin",
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"num_channels": 3,
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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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"padding": "max_length",
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"patch_size": 4,
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"path_norm": true,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.20.0",
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"use_absolute_embeddings": false,
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"window_size": 7
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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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_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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"size": 224
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c50b330dd0fa88539fc64d45930e38c52fb1180837ba7bf561674d17c6f62e9
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size 110417455
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