{
  "best_metric": 0.7115384615384616,
  "best_model_checkpoint": "swinv2-tiny-patch4-window8-256-dmae-humeda-2/checkpoint-36",
  "epoch": 40.0,
  "eval_steps": 500,
  "global_step": 80,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5,
      "eval_loss": 1.346920132637024,
      "eval_runtime": 1.3119,
      "eval_samples_per_second": 39.637,
      "eval_steps_per_second": 1.525,
      "step": 2
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.4807692307692308,
      "eval_loss": 1.3199608325958252,
      "eval_runtime": 0.9192,
      "eval_samples_per_second": 56.574,
      "eval_steps_per_second": 2.176,
      "step": 4
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.4807692307692308,
      "eval_loss": 1.3124021291732788,
      "eval_runtime": 1.2398,
      "eval_samples_per_second": 41.943,
      "eval_steps_per_second": 1.613,
      "step": 6
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5,
      "eval_loss": 1.217806100845337,
      "eval_runtime": 0.9102,
      "eval_samples_per_second": 57.131,
      "eval_steps_per_second": 2.197,
      "step": 8
    },
    {
      "epoch": 5.0,
      "grad_norm": 5.100837707519531,
      "learning_rate": 4.8611111111111115e-05,
      "loss": 1.1551,
      "step": 10
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.5769230769230769,
      "eval_loss": 1.095713496208191,
      "eval_runtime": 0.9082,
      "eval_samples_per_second": 57.254,
      "eval_steps_per_second": 2.202,
      "step": 10
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.5769230769230769,
      "eval_loss": 1.0359364748001099,
      "eval_runtime": 0.9173,
      "eval_samples_per_second": 56.687,
      "eval_steps_per_second": 2.18,
      "step": 12
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.5961538461538461,
      "eval_loss": 1.0102628469467163,
      "eval_runtime": 1.2573,
      "eval_samples_per_second": 41.358,
      "eval_steps_per_second": 1.591,
      "step": 14
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.9382320046424866,
      "eval_runtime": 0.9221,
      "eval_samples_per_second": 56.39,
      "eval_steps_per_second": 2.169,
      "step": 16
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.6346153846153846,
      "eval_loss": 0.8748425841331482,
      "eval_runtime": 0.9162,
      "eval_samples_per_second": 56.758,
      "eval_steps_per_second": 2.183,
      "step": 18
    },
    {
      "epoch": 10.0,
      "grad_norm": 14.212567329406738,
      "learning_rate": 4.166666666666667e-05,
      "loss": 0.9827,
      "step": 20
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.6153846153846154,
      "eval_loss": 0.8836320042610168,
      "eval_runtime": 0.8982,
      "eval_samples_per_second": 57.895,
      "eval_steps_per_second": 2.227,
      "step": 20
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.6153846153846154,
      "eval_loss": 0.8573623895645142,
      "eval_runtime": 1.1544,
      "eval_samples_per_second": 45.044,
      "eval_steps_per_second": 1.732,
      "step": 22
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.5961538461538461,
      "eval_loss": 0.8493903279304504,
      "eval_runtime": 0.9118,
      "eval_samples_per_second": 57.032,
      "eval_steps_per_second": 2.194,
      "step": 24
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.6153846153846154,
      "eval_loss": 0.8225612044334412,
      "eval_runtime": 0.9242,
      "eval_samples_per_second": 56.266,
      "eval_steps_per_second": 2.164,
      "step": 26
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.6346153846153846,
      "eval_loss": 0.824204683303833,
      "eval_runtime": 1.0428,
      "eval_samples_per_second": 49.868,
      "eval_steps_per_second": 1.918,
      "step": 28
    },
    {
      "epoch": 15.0,
      "grad_norm": 10.8810396194458,
      "learning_rate": 3.472222222222222e-05,
      "loss": 0.8007,
      "step": 30
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.6153846153846154,
      "eval_loss": 0.8303971886634827,
      "eval_runtime": 0.9217,
      "eval_samples_per_second": 56.42,
      "eval_steps_per_second": 2.17,
      "step": 30
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.8447372913360596,
      "eval_runtime": 0.9276,
      "eval_samples_per_second": 56.061,
      "eval_steps_per_second": 2.156,
      "step": 32
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.8228283524513245,
      "eval_runtime": 0.9517,
      "eval_samples_per_second": 54.638,
      "eval_steps_per_second": 2.101,
      "step": 34
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.7115384615384616,
      "eval_loss": 0.792805016040802,
      "eval_runtime": 0.9507,
      "eval_samples_per_second": 54.698,
      "eval_steps_per_second": 2.104,
      "step": 36
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.6730769230769231,
      "eval_loss": 0.7822188138961792,
      "eval_runtime": 1.2729,
      "eval_samples_per_second": 40.853,
      "eval_steps_per_second": 1.571,
      "step": 38
    },
    {
      "epoch": 20.0,
      "grad_norm": 8.834497451782227,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.6882,
      "step": 40
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.7749820351600647,
      "eval_runtime": 0.92,
      "eval_samples_per_second": 56.524,
      "eval_steps_per_second": 2.174,
      "step": 40
    },
    {
      "epoch": 21.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.7726113796234131,
      "eval_runtime": 0.9301,
      "eval_samples_per_second": 55.907,
      "eval_steps_per_second": 2.15,
      "step": 42
    },
    {
      "epoch": 22.0,
      "eval_accuracy": 0.6730769230769231,
      "eval_loss": 0.7897683382034302,
      "eval_runtime": 0.9198,
      "eval_samples_per_second": 56.533,
      "eval_steps_per_second": 2.174,
      "step": 44
    },
    {
      "epoch": 23.0,
      "eval_accuracy": 0.6730769230769231,
      "eval_loss": 0.8020899891853333,
      "eval_runtime": 1.1676,
      "eval_samples_per_second": 44.534,
      "eval_steps_per_second": 1.713,
      "step": 46
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7834421396255493,
      "eval_runtime": 0.952,
      "eval_samples_per_second": 54.625,
      "eval_steps_per_second": 2.101,
      "step": 48
    },
    {
      "epoch": 25.0,
      "grad_norm": 6.992414951324463,
      "learning_rate": 2.0833333333333336e-05,
      "loss": 0.6154,
      "step": 50
    },
    {
      "epoch": 25.0,
      "eval_accuracy": 0.6730769230769231,
      "eval_loss": 0.7633832097053528,
      "eval_runtime": 0.9404,
      "eval_samples_per_second": 55.295,
      "eval_steps_per_second": 2.127,
      "step": 50
    },
    {
      "epoch": 26.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7583783864974976,
      "eval_runtime": 0.9339,
      "eval_samples_per_second": 55.678,
      "eval_steps_per_second": 2.141,
      "step": 52
    },
    {
      "epoch": 27.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.7772932052612305,
      "eval_runtime": 0.9753,
      "eval_samples_per_second": 53.318,
      "eval_steps_per_second": 2.051,
      "step": 54
    },
    {
      "epoch": 28.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.7829698324203491,
      "eval_runtime": 1.1036,
      "eval_samples_per_second": 47.12,
      "eval_steps_per_second": 1.812,
      "step": 56
    },
    {
      "epoch": 29.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.7719097137451172,
      "eval_runtime": 0.9261,
      "eval_samples_per_second": 56.149,
      "eval_steps_per_second": 2.16,
      "step": 58
    },
    {
      "epoch": 30.0,
      "grad_norm": 10.087705612182617,
      "learning_rate": 1.388888888888889e-05,
      "loss": 0.541,
      "step": 60
    },
    {
      "epoch": 30.0,
      "eval_accuracy": 0.6538461538461539,
      "eval_loss": 0.7602768540382385,
      "eval_runtime": 0.9394,
      "eval_samples_per_second": 55.357,
      "eval_steps_per_second": 2.129,
      "step": 60
    },
    {
      "epoch": 31.0,
      "eval_accuracy": 0.6730769230769231,
      "eval_loss": 0.7497422695159912,
      "eval_runtime": 0.9375,
      "eval_samples_per_second": 55.469,
      "eval_steps_per_second": 2.133,
      "step": 62
    },
    {
      "epoch": 32.0,
      "eval_accuracy": 0.7115384615384616,
      "eval_loss": 0.7381149530410767,
      "eval_runtime": 0.9116,
      "eval_samples_per_second": 57.042,
      "eval_steps_per_second": 2.194,
      "step": 64
    },
    {
      "epoch": 33.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7274792790412903,
      "eval_runtime": 1.2761,
      "eval_samples_per_second": 40.748,
      "eval_steps_per_second": 1.567,
      "step": 66
    },
    {
      "epoch": 34.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7277012467384338,
      "eval_runtime": 1.2551,
      "eval_samples_per_second": 41.429,
      "eval_steps_per_second": 1.593,
      "step": 68
    },
    {
      "epoch": 35.0,
      "grad_norm": 9.500407218933105,
      "learning_rate": 6.944444444444445e-06,
      "loss": 0.5163,
      "step": 70
    },
    {
      "epoch": 35.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7271146774291992,
      "eval_runtime": 0.9407,
      "eval_samples_per_second": 55.278,
      "eval_steps_per_second": 2.126,
      "step": 70
    },
    {
      "epoch": 36.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7273848652839661,
      "eval_runtime": 0.9428,
      "eval_samples_per_second": 55.153,
      "eval_steps_per_second": 2.121,
      "step": 72
    },
    {
      "epoch": 37.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7304191589355469,
      "eval_runtime": 0.945,
      "eval_samples_per_second": 55.024,
      "eval_steps_per_second": 2.116,
      "step": 74
    },
    {
      "epoch": 38.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7329342365264893,
      "eval_runtime": 0.9371,
      "eval_samples_per_second": 55.491,
      "eval_steps_per_second": 2.134,
      "step": 76
    },
    {
      "epoch": 39.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7351483702659607,
      "eval_runtime": 1.2586,
      "eval_samples_per_second": 41.316,
      "eval_steps_per_second": 1.589,
      "step": 78
    },
    {
      "epoch": 40.0,
      "grad_norm": 11.405285835266113,
      "learning_rate": 0.0,
      "loss": 0.5183,
      "step": 80
    },
    {
      "epoch": 40.0,
      "eval_accuracy": 0.6923076923076923,
      "eval_loss": 0.7355996370315552,
      "eval_runtime": 1.036,
      "eval_samples_per_second": 50.192,
      "eval_steps_per_second": 1.93,
      "step": 80
    },
    {
      "epoch": 40.0,
      "step": 80,
      "total_flos": 3.0975271558447104e+17,
      "train_loss": 0.7271977722644806,
      "train_runtime": 417.7948,
      "train_samples_per_second": 22.786,
      "train_steps_per_second": 0.191
    }
  ],
  "logging_steps": 10,
  "max_steps": 80,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 40,
  "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": 3.0975271558447104e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}