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Parent(s):
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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 +37 -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": 3.440644338887885e+16,
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"train_loss": 0.15331981011799403,
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"train_runtime": 995.9508,
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"train_samples_per_second": 0.446,
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"train_steps_per_second": 0.028
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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": "dme",
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"1": "normal"
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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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"dme": "0",
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"normal": "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 sha256:03f48dde392e3974b32cc0bb170d0c57332dea66c86a546871c426c566a6d498
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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": 3.440644338887885e+16,
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"train_loss": 0.15331981011799403,
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"train_runtime": 995.9508,
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"train_samples_per_second": 0.446,
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"train_steps_per_second": 0.028
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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": 28,
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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": 1.43,
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"learning_rate": 0.00012857142857142858,
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"loss": 0.3764,
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"step": 10
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},
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{
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"epoch": 2.86,
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"learning_rate": 5.714285714285714e-05,
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"loss": 0.0367,
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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": 28,
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"total_flos": 3.440644338887885e+16,
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"train_loss": 0.15331981011799403,
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"train_runtime": 995.9508,
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"train_samples_per_second": 0.446,
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"train_steps_per_second": 0.028
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}
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],
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"max_steps": 28,
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"num_train_epochs": 4,
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"total_flos": 3.440644338887885e+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 sha256:5d1edeaf1b25cbe57530c86ee33c7e35afbee178e90f12a70fca78259c3d47ec
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size 3515
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