heyitsjearbear
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Commit
•
748837b
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Parent(s):
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Upload folder using huggingface_hub
Browse files- all_results.json +8 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- train_results.json +8 -0
- trainer_state.json +44 -0
- training_args.bin +3 -0
all_results.json
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{
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"epoch": 4.0,
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"total_flos": 2.293762892591923e+16,
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"train_loss": 0.23651532530784608,
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"train_runtime": 17.2398,
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"train_samples_per_second": 17.17,
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"train_steps_per_second": 1.16
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}
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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": "mold",
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"1": "non-mold"
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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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"mold": "0",
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"non-mold": "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": "4.40.1"
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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:ebc0931c6afc5d1d1083278071e18f59ed198d8c2b6aab326cc6388127d06ff0
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size 343223968
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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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train_results.json
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{
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"epoch": 4.0,
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"total_flos": 2.293762892591923e+16,
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"train_loss": 0.23651532530784608,
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"train_runtime": 17.2398,
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"train_samples_per_second": 17.17,
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"train_steps_per_second": 1.16
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}
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trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 4.0,
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"eval_steps": 40,
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"global_step": 20,
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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": 2.0,
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"grad_norm": 0.832148551940918,
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"learning_rate": 0.0001,
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"loss": 0.3902,
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"step": 10
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},
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{
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"epoch": 4.0,
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"grad_norm": 0.3597944676876068,
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"learning_rate": 0.0,
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"loss": 0.0829,
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"step": 20
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},
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{
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"epoch": 4.0,
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"step": 20,
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"total_flos": 2.293762892591923e+16,
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"train_loss": 0.23651532530784608,
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"train_runtime": 17.2398,
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"train_samples_per_second": 17.17,
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"train_steps_per_second": 1.16
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}
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],
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"logging_steps": 10,
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"max_steps": 20,
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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": 2.293762892591923e+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:bcc7abb03a70197d8fbec5db7eeaf0b8b74a5a1c13b5489237debd84d2af9411
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size 4984
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