{
  "best_metric": 0.9230769230769231,
  "best_model_checkpoint": "vit-msn-small-corect_cleaned_dataset_lateral_flow_ivalidation/checkpoint-19",
  "epoch": 18.46153846153846,
  "eval_steps": 500,
  "global_step": 60,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9230769230769231,
      "eval_accuracy": 0.5604395604395604,
      "eval_loss": 0.646826446056366,
      "eval_runtime": 1.1236,
      "eval_samples_per_second": 242.961,
      "eval_steps_per_second": 4.45,
      "step": 3
    },
    {
      "epoch": 1.8461538461538463,
      "eval_accuracy": 0.8461538461538461,
      "eval_loss": 0.4226689040660858,
      "eval_runtime": 1.143,
      "eval_samples_per_second": 238.855,
      "eval_steps_per_second": 4.375,
      "step": 6
    },
    {
      "epoch": 2.769230769230769,
      "eval_accuracy": 0.8608058608058609,
      "eval_loss": 0.33896148204803467,
      "eval_runtime": 1.1586,
      "eval_samples_per_second": 235.63,
      "eval_steps_per_second": 4.316,
      "step": 9
    },
    {
      "epoch": 3.076923076923077,
      "grad_norm": 4.28239107131958,
      "learning_rate": 4.62962962962963e-05,
      "loss": 0.5336,
      "step": 10
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8864468864468864,
      "eval_loss": 0.311496764421463,
      "eval_runtime": 1.1462,
      "eval_samples_per_second": 238.174,
      "eval_steps_per_second": 4.362,
      "step": 13
    },
    {
      "epoch": 4.923076923076923,
      "eval_accuracy": 0.8937728937728938,
      "eval_loss": 0.2986319661140442,
      "eval_runtime": 1.1756,
      "eval_samples_per_second": 232.213,
      "eval_steps_per_second": 4.253,
      "step": 16
    },
    {
      "epoch": 5.846153846153846,
      "eval_accuracy": 0.9230769230769231,
      "eval_loss": 0.2317860871553421,
      "eval_runtime": 1.1748,
      "eval_samples_per_second": 232.38,
      "eval_steps_per_second": 4.256,
      "step": 19
    },
    {
      "epoch": 6.153846153846154,
      "grad_norm": 13.069446563720703,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.3565,
      "step": 20
    },
    {
      "epoch": 6.769230769230769,
      "eval_accuracy": 0.9120879120879121,
      "eval_loss": 0.27667832374572754,
      "eval_runtime": 1.1605,
      "eval_samples_per_second": 235.253,
      "eval_steps_per_second": 4.309,
      "step": 22
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9084249084249084,
      "eval_loss": 0.248954638838768,
      "eval_runtime": 1.1969,
      "eval_samples_per_second": 228.096,
      "eval_steps_per_second": 4.178,
      "step": 26
    },
    {
      "epoch": 8.923076923076923,
      "eval_accuracy": 0.8937728937728938,
      "eval_loss": 0.31506583094596863,
      "eval_runtime": 1.1377,
      "eval_samples_per_second": 239.964,
      "eval_steps_per_second": 4.395,
      "step": 29
    },
    {
      "epoch": 9.23076923076923,
      "grad_norm": 23.817771911621094,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.3166,
      "step": 30
    },
    {
      "epoch": 9.846153846153847,
      "eval_accuracy": 0.9230769230769231,
      "eval_loss": 0.24044403433799744,
      "eval_runtime": 1.131,
      "eval_samples_per_second": 241.388,
      "eval_steps_per_second": 4.421,
      "step": 32
    },
    {
      "epoch": 10.76923076923077,
      "eval_accuracy": 0.9157509157509157,
      "eval_loss": 0.25200125575065613,
      "eval_runtime": 1.1364,
      "eval_samples_per_second": 240.235,
      "eval_steps_per_second": 4.4,
      "step": 35
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.9047619047619048,
      "eval_loss": 0.2514563202857971,
      "eval_runtime": 1.2769,
      "eval_samples_per_second": 213.807,
      "eval_steps_per_second": 3.916,
      "step": 39
    },
    {
      "epoch": 12.307692307692308,
      "grad_norm": 6.21586799621582,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.2657,
      "step": 40
    },
    {
      "epoch": 12.923076923076923,
      "eval_accuracy": 0.9120879120879121,
      "eval_loss": 0.2343965321779251,
      "eval_runtime": 1.1708,
      "eval_samples_per_second": 233.18,
      "eval_steps_per_second": 4.271,
      "step": 42
    },
    {
      "epoch": 13.846153846153847,
      "eval_accuracy": 0.9194139194139194,
      "eval_loss": 0.21868273615837097,
      "eval_runtime": 1.1678,
      "eval_samples_per_second": 233.777,
      "eval_steps_per_second": 4.282,
      "step": 45
    },
    {
      "epoch": 14.76923076923077,
      "eval_accuracy": 0.9194139194139194,
      "eval_loss": 0.22890986502170563,
      "eval_runtime": 1.1791,
      "eval_samples_per_second": 231.523,
      "eval_steps_per_second": 4.24,
      "step": 48
    },
    {
      "epoch": 15.384615384615385,
      "grad_norm": 9.437164306640625,
      "learning_rate": 9.259259259259259e-06,
      "loss": 0.259,
      "step": 50
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.9194139194139194,
      "eval_loss": 0.22513027489185333,
      "eval_runtime": 1.1485,
      "eval_samples_per_second": 237.698,
      "eval_steps_per_second": 4.353,
      "step": 52
    },
    {
      "epoch": 16.923076923076923,
      "eval_accuracy": 0.9230769230769231,
      "eval_loss": 0.2237602174282074,
      "eval_runtime": 1.1777,
      "eval_samples_per_second": 231.808,
      "eval_steps_per_second": 4.246,
      "step": 55
    },
    {
      "epoch": 17.846153846153847,
      "eval_accuracy": 0.9120879120879121,
      "eval_loss": 0.23122061789035797,
      "eval_runtime": 1.1714,
      "eval_samples_per_second": 233.058,
      "eval_steps_per_second": 4.268,
      "step": 58
    },
    {
      "epoch": 18.46153846153846,
      "grad_norm": 3.8556299209594727,
      "learning_rate": 0.0,
      "loss": 0.2514,
      "step": 60
    },
    {
      "epoch": 18.46153846153846,
      "eval_accuracy": 0.9084249084249084,
      "eval_loss": 0.23050667345523834,
      "eval_runtime": 1.1901,
      "eval_samples_per_second": 229.394,
      "eval_steps_per_second": 4.201,
      "step": 60
    },
    {
      "epoch": 18.46153846153846,
      "step": 60,
      "total_flos": 2.9493537489380966e+17,
      "train_loss": 0.3304726203282674,
      "train_runtime": 153.986,
      "train_samples_per_second": 105.984,
      "train_steps_per_second": 0.39
    }
  ],
  "logging_steps": 10,
  "max_steps": 60,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "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": 2.9493537489380966e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}