trainer_state.json

{
  "best_metric": 0.49146666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0545/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": Infinity,
      "learning_rate": 0.00046670262931309826,
      "loss": 3.2499,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.2064,
      "eval_loss": 2.914938449859619,
      "eval_runtime": 7.9151,
      "eval_samples_per_second": 473.776,
      "eval_steps_per_second": 7.454,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00037568023640968044,
      "loss": 2.6813,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.2784,
      "eval_loss": 2.6104307174682617,
      "eval_runtime": 7.0607,
      "eval_samples_per_second": 531.105,
      "eval_steps_per_second": 8.356,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 14.765602111816406,
      "learning_rate": 0.00025078618305193415,
      "loss": 2.2994,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.34986666666666666,
      "eval_loss": 2.333879232406616,
      "eval_runtime": 6.8974,
      "eval_samples_per_second": 543.684,
      "eval_steps_per_second": 8.554,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 13.353583335876465,
      "learning_rate": 0.00012568147258031897,
      "loss": 1.8988,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.4301333333333333,
      "eval_loss": 2.0288219451904297,
      "eval_runtime": 7.5777,
      "eval_samples_per_second": 494.876,
      "eval_steps_per_second": 7.786,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 21.840579986572266,
      "learning_rate": 3.3887811135033784e-05,
      "loss": 1.5311,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.47573333333333334,
      "eval_loss": 1.8580867052078247,
      "eval_runtime": 7.0065,
      "eval_samples_per_second": 535.218,
      "eval_steps_per_second": 8.421,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 21.6649169921875,
      "learning_rate": 1.2361706385188854e-09,
      "loss": 1.2569,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.49146666666666666,
      "eval_loss": 1.8418052196502686,
      "eval_runtime": 8.3761,
      "eval_samples_per_second": 447.703,
      "eval_steps_per_second": 7.044,
      "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
}