Commit
•
412871e
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Parent(s):
020b81e
Upload . with huggingface_hub
Browse files- all_results.json +8 -0
- config.json +32 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- train_results.json +8 -0
- trainer_state.json +49 -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": 4.64951937687552e+16,
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"train_loss": 0.06868653446435928,
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"train_runtime": 1306.587,
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"train_samples_per_second": 0.459,
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"train_steps_per_second": 0.031
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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": "Diseased",
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"1": "Healthy"
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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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"Diseased": "0",
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"Healthy": "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": "4.27.4"
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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_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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:497b6b6e6ab207503a8eeacc18b1721fb7bae697e0cd447849501a26a7f999a4
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size 343265965
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train_results.json
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{
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"epoch": 4.0,
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"total_flos": 4.64951937687552e+16,
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"train_loss": 0.06868653446435928,
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"train_runtime": 1306.587,
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"train_samples_per_second": 0.459,
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"train_steps_per_second": 0.031
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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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"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": 1.0,
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"learning_rate": 0.00015000000000000001,
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"loss": 0.2317,
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"step": 10
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},
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{
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"epoch": 2.0,
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"learning_rate": 0.0001,
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"loss": 0.0205,
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"step": 20
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},
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{
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"epoch": 3.0,
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"learning_rate": 5e-05,
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"loss": 0.0122,
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"step": 30
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},
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{
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"epoch": 4.0,
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"learning_rate": 0.0,
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"loss": 0.0104,
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"step": 40
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},
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{
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"epoch": 4.0,
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"step": 40,
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"total_flos": 4.64951937687552e+16,
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"train_loss": 0.06868653446435928,
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"train_runtime": 1306.587,
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"train_samples_per_second": 0.459,
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"train_steps_per_second": 0.031
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}
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],
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"max_steps": 40,
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"num_train_epochs": 4,
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"total_flos": 4.64951937687552e+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 sha256:717c95a472e163b7f6f7cd4a80566a515673aac5b25ef67cf6152fc82e01de33
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size 3515
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