🍻 cheers
Browse files- README.md +1 -0
- all_results.json +13 -0
- eval_results.json +8 -0
- train_results.json +8 -0
- trainer_state.json +82 -0
README.md
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- generated_from_trainer
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datasets:
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- beans
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- image-classification
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- generated_from_trainer
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datasets:
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- beans
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all_results.json
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{
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"epoch": 4.0,
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"eval_loss": 0.046887390315532684,
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"eval_matthews_correlation": 0.9888040854737966,
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"eval_runtime": 3.2987,
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"eval_samples_per_second": 40.319,
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"eval_steps_per_second": 5.154,
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"total_flos": 3.205097416476426e+17,
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"train_loss": 0.15786233500522726,
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"train_runtime": 149.2116,
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"train_samples_per_second": 27.719,
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"train_steps_per_second": 0.456
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}
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eval_results.json
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{
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"epoch": 4.0,
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"eval_loss": 0.046887390315532684,
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"eval_matthews_correlation": 0.9888040854737966,
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"eval_runtime": 3.2987,
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"eval_samples_per_second": 40.319,
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"eval_steps_per_second": 5.154
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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": 3.205097416476426e+17,
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"train_loss": 0.15786233500522726,
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"train_runtime": 149.2116,
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"train_samples_per_second": 27.719,
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"train_steps_per_second": 0.456
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}
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trainer_state.json
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{
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"best_metric": 0.046887390315532684,
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"best_model_checkpoint": "/content/drive/MyDrive/Model_folder/checkpoint-60",
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"epoch": 4.0,
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"eval_steps": 30,
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"global_step": 68,
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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": 0.59,
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"learning_rate": 0.00017058823529411766,
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"loss": 0.5948,
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"step": 10
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},
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{
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"epoch": 1.18,
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"learning_rate": 0.0001411764705882353,
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"loss": 0.2063,
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"step": 20
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{
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"epoch": 1.76,
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"loss": 0.1126,
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"step": 30
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},
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{
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"epoch": 1.76,
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"eval_loss": 0.09689675271511078,
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"eval_matthews_correlation": 0.9667292567110256,
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"eval_runtime": 2.7626,
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"eval_samples_per_second": 48.143,
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"eval_steps_per_second": 6.154,
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"step": 30
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},
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{
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"epoch": 2.35,
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"learning_rate": 8.23529411764706e-05,
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"loss": 0.0605,
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"step": 40
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},
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{
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"epoch": 2.94,
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"learning_rate": 5.294117647058824e-05,
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"loss": 0.0453,
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"step": 50
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{
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"loss": 0.031,
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"step": 60
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{
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"epoch": 3.53,
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"eval_loss": 0.046887390315532684,
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"eval_matthews_correlation": 0.9888040854737966,
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"eval_runtime": 2.3092,
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"eval_samples_per_second": 57.596,
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"eval_steps_per_second": 7.362,
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"step": 60
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{
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"epoch": 4.0,
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"step": 68,
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"total_flos": 3.205097416476426e+17,
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"train_loss": 0.15786233500522726,
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"train_runtime": 149.2116,
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"train_samples_per_second": 27.719,
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"train_steps_per_second": 0.456
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}
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],
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"logging_steps": 10,
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"max_steps": 68,
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"num_train_epochs": 4,
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"save_steps": 30,
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"total_flos": 3.205097416476426e+17,
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"trial_name": null,
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"trial_params": null
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}
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