trainer_state.json

{
  "best_metric": 0.884,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0627/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": Infinity,
      "learning_rate": 5.259523309735526e-05,
      "loss": 1.6094,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8112,
      "eval_loss": 0.7031093835830688,
      "eval_runtime": 5.8056,
      "eval_samples_per_second": 645.925,
      "eval_steps_per_second": 10.163,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 6.084161281585693,
      "learning_rate": 1.7595406161244655e-05,
      "loss": 0.4621,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8658666666666667,
      "eval_loss": 0.43675437569618225,
      "eval_runtime": 5.8463,
      "eval_samples_per_second": 641.427,
      "eval_steps_per_second": 10.092,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 3.117032766342163,
      "learning_rate": 1.7306388939264393e-10,
      "loss": 0.2332,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.884,
      "eval_loss": 0.38518622517585754,
      "eval_runtime": 5.8358,
      "eval_samples_per_second": 642.591,
      "eval_steps_per_second": 10.11,
      "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
}