imfarzanansari
commited on
Commit
•
022b4f6
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Parent(s):
aa98969
Upload 8 files
Browse files- config.json +38 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +22 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +28 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "google/vit-base-patch16-224",
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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": "level -1",
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"1": "level 0",
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"2": "level 1",
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"3": "level 2",
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"4": "level 3"
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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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"level -1": "0",
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"level 0": "1",
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"level 1": "2",
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"level 2": "3",
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"level 3": "4"
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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": "4.35.2"
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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 sha256:973ff1be5f2142c7daa6de784f39bf5838fdbaa73e816c107a1b8dafdc35571a
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size 343233204
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e5ff926e92d8a6e00edd1ebb511cdb3675fb1649fc424643fadab56d162c87c
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size 686586885
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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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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:f35cda9c07ffa9c83b3dd2a500741887df91a62c37a6d3f2cc1278bf6440f734
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size 14575
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:958b32e5ca5b4e44cc52d8083335416618c09ee5be862a4b5968879024d0e237
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size 627
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trainer_state.json
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{
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"best_metric": 0.7562522705350321,
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"best_model_checkpoint": "vit-finetuned-acne-classification/checkpoint-31",
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 31,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_loss": 0.5284544229507446,
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"eval_precision": 0.7562522705350321,
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"eval_runtime": 29.8583,
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"eval_samples_per_second": 16.478,
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"eval_steps_per_second": 2.076,
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"step": 31
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}
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],
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"logging_steps": 500,
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"max_steps": 93,
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"num_train_epochs": 3,
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"save_steps": 500,
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"total_flos": 6.091034155341005e+17,
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"trial_name": null,
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"trial_params": null
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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 sha256:1dea8f174d216c62d3e2d6c19ec321f498b9c0ef69bfd17ab7892bf25bc9bcf8
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size 4155
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