trainer_state.json

{
  "best_metric": 0.8888,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0422/checkpoints/checkpoint-1998",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 1998,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 3.156797170639038,
      "learning_rate": 5e-05,
      "loss": 1.8108,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7917333333333333,
      "eval_loss": 0.8102308511734009,
      "eval_runtime": 13.9723,
      "eval_samples_per_second": 268.387,
      "eval_steps_per_second": 4.223,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.0163277387619019,
      "learning_rate": 5e-05,
      "loss": 0.4992,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8629333333333333,
      "eval_loss": 0.48977676033973694,
      "eval_runtime": 12.2743,
      "eval_samples_per_second": 305.516,
      "eval_steps_per_second": 4.807,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 2.7808003425598145,
      "learning_rate": 5e-05,
      "loss": 0.2818,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8744,
      "eval_loss": 0.4403330087661743,
      "eval_runtime": 12.2821,
      "eval_samples_per_second": 305.322,
      "eval_steps_per_second": 4.804,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.2787954807281494,
      "learning_rate": 5e-05,
      "loss": 0.1834,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8672,
      "eval_loss": 0.46739432215690613,
      "eval_runtime": 11.9451,
      "eval_samples_per_second": 313.938,
      "eval_steps_per_second": 4.939,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.5376535654067993,
      "learning_rate": 5e-05,
      "loss": 0.1302,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8776,
      "eval_loss": 0.4360644519329071,
      "eval_runtime": 12.054,
      "eval_samples_per_second": 311.101,
      "eval_steps_per_second": 4.895,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": Infinity,
      "learning_rate": 5e-05,
      "loss": 0.1002,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8888,
      "eval_loss": 0.420256644487381,
      "eval_runtime": 12.5732,
      "eval_samples_per_second": 298.253,
      "eval_steps_per_second": 4.693,
      "step": 1998
    }
  ],
  "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": true
      },
      "attributes": {}
    }
  },
  "total_flos": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}