Commit
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4152b8c
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Parent(s):
224f81d
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Browse files- config.json +33 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
- training_params.json +30 -0
config.json
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{
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"_name_or_path": "/root/autodl-tmp/lixiang/local_model/vit-base-patch16-224",
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"_num_labels": 2,
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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": "11covered_with_a_quilt_and_only_the_head_exposed",
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"1": "12covered_with_a_quilt_and_exposed_other_parts_of_the_body"
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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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"11covered_with_a_quilt_and_only_the_head_exposed": 0,
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"12covered_with_a_quilt_and_exposed_other_parts_of_the_body": 1
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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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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"patch_size": 16,
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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": "4.36.1"
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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 sha256:80dcd1629b1659a12de4ba03df0666a01791d37c471e90eaeef6f8a9cf68a66c
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size 343223968
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preprocessor_config.json
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{
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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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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:15089c7b99c7d2f4b348bcb7f06471fe44c3c4706e75cc8106c0bd2dd9e7c3e9
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size 4347
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training_params.json
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{
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"data_path": "/root/autodl-tmp/lixiang/dataset/1coverquilt_train_datasetv20231230-1",
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"model": "/root/autodl-tmp/lixiang/local_model/vit-base-patch16-224",
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"username": null,
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"lr": 0.0002,
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"epochs": 10,
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"batch_size": 32,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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"max_grad_norm": 1.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": null,
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"logging_steps": -10,
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"project_name": "/root/autodl-tmp/lixiang/my_image_classification_base",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 3,
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"save_strategy": "epoch",
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"token": null,
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"push_to_hub": false,
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"repo_id": null,
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"evaluation_strategy": "epoch",
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"image_column": "image",
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"target_column": "label",
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"log": "none"
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}
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