trainer_state.json

{
  "best_metric": 0.8661333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0703/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": 96.8794174194336,
      "learning_rate": 5e-05,
      "loss": 0.8382,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8448,
      "eval_loss": 0.4675667881965637,
      "eval_runtime": 11.9662,
      "eval_samples_per_second": 313.384,
      "eval_steps_per_second": 4.931,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 52.962860107421875,
      "learning_rate": 5e-05,
      "loss": 0.2284,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8557333333333333,
      "eval_loss": 0.46055057644844055,
      "eval_runtime": 11.8237,
      "eval_samples_per_second": 317.161,
      "eval_steps_per_second": 4.99,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 25.734712600708008,
      "learning_rate": 5e-05,
      "loss": 0.1251,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8661333333333333,
      "eval_loss": 0.4871712327003479,
      "eval_runtime": 11.28,
      "eval_samples_per_second": 332.446,
      "eval_steps_per_second": 5.23,
      "step": 999
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 4.94223961867776e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}