trainer_state.json

{
  "best_metric": 0.8978666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0370/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": 11.912796974182129,
      "learning_rate": 8.400647327635769e-05,
      "loss": 0.9871,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7877333333333333,
      "eval_loss": 0.7155338525772095,
      "eval_runtime": 7.3207,
      "eval_samples_per_second": 512.247,
      "eval_steps_per_second": 8.059,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 14.48337459564209,
      "learning_rate": 6.756124916644227e-05,
      "loss": 0.3992,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8306666666666667,
      "eval_loss": 0.5601890683174133,
      "eval_runtime": 6.6805,
      "eval_samples_per_second": 561.334,
      "eval_steps_per_second": 8.832,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.4684497117996216,
      "learning_rate": 4.5070756562141305e-05,
      "loss": 0.1888,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8554666666666667,
      "eval_loss": 0.5179243683815002,
      "eval_runtime": 8.0442,
      "eval_samples_per_second": 466.174,
      "eval_steps_per_second": 7.334,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.21514154970645905,
      "learning_rate": 2.2561304794155375e-05,
      "loss": 0.0695,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8749333333333333,
      "eval_loss": 0.45481786131858826,
      "eval_runtime": 7.025,
      "eval_samples_per_second": 533.804,
      "eval_steps_per_second": 8.399,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.0009612817084416747,
      "learning_rate": 6.06428328578363e-06,
      "loss": 0.0165,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8978666666666667,
      "eval_loss": 0.41668376326560974,
      "eval_runtime": 7.185,
      "eval_samples_per_second": 521.923,
      "eval_steps_per_second": 8.212,
      "step": 1665
    }
  ],
  "logging_steps": 500,
  "max_steps": 1998,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "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": 8.2370660311296e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}