trainer_state.json

{
  "best_metric": 0.9162666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0075/checkpoints/checkpoint-999",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 999,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 84.52082061767578,
      "learning_rate": 6.77446613858909e-05,
      "loss": 0.8763,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8314666666666667,
      "eval_loss": 0.55866938829422,
      "eval_runtime": 13.5408,
      "eval_samples_per_second": 276.941,
      "eval_steps_per_second": 4.357,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.9294342994689941,
      "learning_rate": 2.2745551426550163e-05,
      "loss": 0.2391,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8941333333333333,
      "eval_loss": 0.3400821089744568,
      "eval_runtime": 13.8655,
      "eval_samples_per_second": 270.455,
      "eval_steps_per_second": 4.255,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 7.171077728271484,
      "learning_rate": 8.900406592537991e-10,
      "loss": 0.0497,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9162666666666667,
      "eval_loss": 0.26244494318962097,
      "eval_runtime": 13.4907,
      "eval_samples_per_second": 277.97,
      "eval_steps_per_second": 4.373,
      "step": 999
    }
  ],
  "logging_steps": 500,
  "max_steps": 999,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 4.94223961867776e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}