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Browse files- config.json +32 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +36 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +58 -0
- training_args.bin +3 -0
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": "nc",
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"1": "sc"
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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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"nc": "0",
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"sc": "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": "4.39.1"
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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 sha256:2d201ac6dd759c01abbcc3f4afbd29ed97b2c12dcaff923782e7c46533e7775d
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size 343223968
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8ac30706e8888b4d636f8a340fc4b7c162a567d6a3cd1aedc63821e59a041d65
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size 686563258
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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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"resample",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"return_tensors",
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"data_format",
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"input_data_format"
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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": "ViTFeatureExtractor",
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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:f56790c3ee491baab329d1fe00f10cb0b9f5114649fad9b4021437c861c9b810
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size 13990
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b430543e52149871868889b4b2cb604e9585b7d5fb53c520eef74fdffb7749a2
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size 1064
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trainer_state.json
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{
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"best_metric": 0.2846003472805023,
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"best_model_checkpoint": "./vit-base-beans/checkpoint-40",
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"epoch": 2.857142857142857,
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"eval_steps": 40,
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"global_step": 40,
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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": 0.71,
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"grad_norm": 0.9989465475082397,
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"learning_rate": 0.00016428571428571428,
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"loss": 0.5177,
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"step": 10
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},
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{
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"epoch": 1.43,
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"grad_norm": 1.447810173034668,
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"learning_rate": 0.00012857142857142858,
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"loss": 0.2339,
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"step": 20
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},
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{
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"epoch": 2.14,
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"grad_norm": 2.477407693862915,
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"learning_rate": 9.285714285714286e-05,
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"loss": 0.2139,
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"step": 30
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},
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{
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"epoch": 2.86,
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"grad_norm": 0.2586057484149933,
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"learning_rate": 5.714285714285714e-05,
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"loss": 0.1312,
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"step": 40
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},
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{
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"epoch": 2.86,
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"eval_accuracy": 0.8852459016393442,
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"eval_loss": 0.2846003472805023,
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"eval_runtime": 38.8967,
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"eval_samples_per_second": 1.568,
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"eval_steps_per_second": 0.206,
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"step": 40
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}
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],
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"logging_steps": 10,
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"max_steps": 56,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 4,
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"save_steps": 40,
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"total_flos": 4.758008162335949e+16,
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"train_batch_size": 16,
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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 sha256:6ed2043e0423d3b7af778d2d107443a5129168ad7821f9461baa7e805462c782
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size 4920
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