trainer_state.json

{
  "best_metric": 0.9298666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0814/checkpoints/checkpoint-1665",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 1665,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": Infinity,
      "learning_rate": 4.528073362367401e-05,
      "loss": 0.7038,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8658666666666667,
      "eval_loss": 0.40929341316223145,
      "eval_runtime": 12.3152,
      "eval_samples_per_second": 304.502,
      "eval_steps_per_second": 4.791,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 5.8375067710876465,
      "learning_rate": 3.281509432839476e-05,
      "loss": 0.186,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8941333333333333,
      "eval_loss": 0.35314276814460754,
      "eval_runtime": 12.0236,
      "eval_samples_per_second": 311.888,
      "eval_steps_per_second": 4.907,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 5.853826522827148,
      "learning_rate": 1.736435462495525e-05,
      "loss": 0.0743,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9130666666666667,
      "eval_loss": 0.28764283657073975,
      "eval_runtime": 12.0132,
      "eval_samples_per_second": 312.157,
      "eval_steps_per_second": 4.911,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.011512922123074532,
      "learning_rate": 4.8301719287419e-06,
      "loss": 0.0182,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9266666666666666,
      "eval_loss": 0.2515660226345062,
      "eval_runtime": 12.099,
      "eval_samples_per_second": 309.942,
      "eval_steps_per_second": 4.876,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.0786170959472656,
      "learning_rate": 1.7800850740101738e-10,
      "loss": 0.0042,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9298666666666666,
      "eval_loss": 0.24169684946537018,
      "eval_runtime": 12.1123,
      "eval_samples_per_second": 309.603,
      "eval_steps_per_second": 4.871,
      "step": 1665
    }
  ],
  "logging_steps": 500,
  "max_steps": 1665,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}