trainer_state.json

{
  "best_metric": 0.932,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0037/checkpoints/checkpoint-2331",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 2331,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 6.098376750946045,
      "learning_rate": 8.659485808097889e-05,
      "loss": 0.8039,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8533333333333334,
      "eval_loss": 0.5031341314315796,
      "eval_runtime": 11.2743,
      "eval_samples_per_second": 332.615,
      "eval_steps_per_second": 5.233,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 5.069782257080078,
      "learning_rate": 7.685730736804761e-05,
      "loss": 0.2672,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8688,
      "eval_loss": 0.450407475233078,
      "eval_runtime": 11.4076,
      "eval_samples_per_second": 328.73,
      "eval_steps_per_second": 5.172,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 2.562358856201172,
      "learning_rate": 6.226977039554153e-05,
      "loss": 0.1403,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8581333333333333,
      "eval_loss": 0.5272783637046814,
      "eval_runtime": 11.3315,
      "eval_samples_per_second": 330.934,
      "eval_steps_per_second": 5.207,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.04506128281354904,
      "learning_rate": 4.505306743117272e-05,
      "loss": 0.0721,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8978666666666667,
      "eval_loss": 0.4255366027355194,
      "eval_runtime": 11.2896,
      "eval_samples_per_second": 332.163,
      "eval_steps_per_second": 5.226,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.5337011814117432,
      "learning_rate": 2.7828285431465317e-05,
      "loss": 0.0273,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9128,
      "eval_loss": 0.36624398827552795,
      "eval_runtime": 11.2042,
      "eval_samples_per_second": 334.696,
      "eval_steps_per_second": 5.266,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.0006438386044465005,
      "learning_rate": 1.3217741312837138e-05,
      "loss": 0.0051,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9301333333333334,
      "eval_loss": 0.3094325065612793,
      "eval_runtime": 11.3491,
      "eval_samples_per_second": 330.422,
      "eval_steps_per_second": 5.199,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.0005581324803642929,
      "learning_rate": 3.4457579724370674e-06,
      "loss": 0.0014,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.932,
      "eval_loss": 0.3038519620895386,
      "eval_runtime": 12.2371,
      "eval_samples_per_second": 306.445,
      "eval_steps_per_second": 4.821,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.153189244358144e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}