trainer_state.json

{
  "best_metric": 0.556,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0313/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": Infinity,
      "learning_rate": 0.0004376876876876877,
      "loss": 3.2363,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.22373333333333334,
      "eval_loss": 2.878021001815796,
      "eval_runtime": 6.7187,
      "eval_samples_per_second": 558.141,
      "eval_steps_per_second": 8.781,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00037537537537537537,
      "loss": 2.6591,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.3157333333333333,
      "eval_loss": 2.473792791366577,
      "eval_runtime": 6.8061,
      "eval_samples_per_second": 550.975,
      "eval_steps_per_second": 8.669,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0003130630630630631,
      "loss": 2.2646,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.3688,
      "eval_loss": 2.2876291275024414,
      "eval_runtime": 6.9041,
      "eval_samples_per_second": 543.159,
      "eval_steps_per_second": 8.546,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 18.314298629760742,
      "learning_rate": 0.0002505630630630631,
      "loss": 1.9371,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.43546666666666667,
      "eval_loss": 2.0347397327423096,
      "eval_runtime": 7.4481,
      "eval_samples_per_second": 503.484,
      "eval_steps_per_second": 7.921,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 17.898509979248047,
      "learning_rate": 0.00018806306306306305,
      "loss": 1.647,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.4885333333333333,
      "eval_loss": 1.8226484060287476,
      "eval_runtime": 6.7321,
      "eval_samples_per_second": 557.036,
      "eval_steps_per_second": 8.764,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 7.121835231781006,
      "learning_rate": 0.00012556306306306305,
      "loss": 1.2981,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.5272,
      "eval_loss": 1.7143062353134155,
      "eval_runtime": 6.8903,
      "eval_samples_per_second": 544.247,
      "eval_steps_per_second": 8.563,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 18.878219604492188,
      "learning_rate": 6.306306306306306e-05,
      "loss": 0.9276,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.5458666666666666,
      "eval_loss": 1.6568734645843506,
      "eval_runtime": 6.7011,
      "eval_samples_per_second": 559.611,
      "eval_steps_per_second": 8.805,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 10.938353538513184,
      "learning_rate": 5.630630630630631e-07,
      "loss": 0.5793,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.556,
      "eval_loss": 1.64295494556427,
      "eval_runtime": 6.8378,
      "eval_samples_per_second": 548.422,
      "eval_steps_per_second": 8.629,
      "step": 2664
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 1.317930564980736e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}