trainer_state.json

{
  "best_metric": 0.8973333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0560/checkpoints/checkpoint-2664",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 2664,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.9565123319625854,
      "learning_rate": 9.698463103929542e-05,
      "loss": 1.4859,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8034666666666667,
      "eval_loss": 0.7110143303871155,
      "eval_runtime": 6.5424,
      "eval_samples_per_second": 573.182,
      "eval_steps_per_second": 9.018,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.2026400566101074,
      "learning_rate": 8.83022221559489e-05,
      "loss": 0.4936,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8248,
      "eval_loss": 0.5687808394432068,
      "eval_runtime": 6.1146,
      "eval_samples_per_second": 613.283,
      "eval_steps_per_second": 9.649,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.5551466941833496,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.2811,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8605333333333334,
      "eval_loss": 0.4751076400279999,
      "eval_runtime": 6.791,
      "eval_samples_per_second": 552.198,
      "eval_steps_per_second": 8.688,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.6103554964065552,
      "learning_rate": 5.868240888334653e-05,
      "loss": 0.1627,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8592,
      "eval_loss": 0.5034127831459045,
      "eval_runtime": 6.233,
      "eval_samples_per_second": 601.634,
      "eval_steps_per_second": 9.466,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.2995215952396393,
      "learning_rate": 4.131759111665349e-05,
      "loss": 0.0909,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8757333333333334,
      "eval_loss": 0.4644870162010193,
      "eval_runtime": 5.914,
      "eval_samples_per_second": 634.085,
      "eval_steps_per_second": 9.976,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 3.90688157081604,
      "learning_rate": 2.500000000000001e-05,
      "loss": 0.0484,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.888,
      "eval_loss": 0.42639780044555664,
      "eval_runtime": 7.0953,
      "eval_samples_per_second": 528.519,
      "eval_steps_per_second": 8.315,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": NaN,
      "learning_rate": 1.1731488851999511e-05,
      "loss": 0.0207,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8888,
      "eval_loss": 0.4405064582824707,
      "eval_runtime": 5.8946,
      "eval_samples_per_second": 636.178,
      "eval_steps_per_second": 10.009,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.06894773244857788,
      "learning_rate": 3.033320830114261e-06,
      "loss": 0.0084,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8973333333333333,
      "eval_loss": 0.41643521189689636,
      "eval_runtime": 5.8573,
      "eval_samples_per_second": 640.228,
      "eval_steps_per_second": 10.073,
      "step": 2664
    }
  ],
  "logging_steps": 500,
  "max_steps": 2997,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "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": 1.317930564980736e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}