{
  "best_metric": 0.9536527886881383,
  "best_model_checkpoint": "swin-base-patch4-window7-224-in22k-finetuned-brain-tumor-final_08/checkpoint-134",
  "epoch": 9.87012987012987,
  "global_step": 190,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.52,
      "learning_rate": 2.6315789473684212e-05,
      "loss": 1.3618,
      "step": 10
    },
    {
      "epoch": 0.99,
      "eval_accuracy": 0.7541241162608012,
      "eval_f1_score": 0.7431413920390226,
      "eval_loss": 0.6237759590148926,
      "eval_precision": 0.7821438740378028,
      "eval_runtime": 145.202,
      "eval_samples_per_second": 17.534,
      "eval_steps_per_second": 0.179,
      "step": 19
    },
    {
      "epoch": 1.04,
      "learning_rate": 4.970760233918128e-05,
      "loss": 0.7616,
      "step": 20
    },
    {
      "epoch": 1.56,
      "learning_rate": 4.678362573099415e-05,
      "loss": 0.3833,
      "step": 30
    },
    {
      "epoch": 1.97,
      "eval_accuracy": 0.8864886095836606,
      "eval_f1_score": 0.8884029543399138,
      "eval_loss": 0.3097341060638428,
      "eval_precision": 0.8970411183921092,
      "eval_runtime": 148.0889,
      "eval_samples_per_second": 17.192,
      "eval_steps_per_second": 0.176,
      "step": 38
    },
    {
      "epoch": 2.08,
      "learning_rate": 4.3859649122807014e-05,
      "loss": 0.2463,
      "step": 40
    },
    {
      "epoch": 2.6,
      "learning_rate": 4.093567251461988e-05,
      "loss": 0.2011,
      "step": 50
    },
    {
      "epoch": 2.96,
      "eval_accuracy": 0.9053417124901807,
      "eval_f1_score": 0.9077657506236181,
      "eval_loss": 0.2599542438983917,
      "eval_precision": 0.917053808216762,
      "eval_runtime": 147.6542,
      "eval_samples_per_second": 17.243,
      "eval_steps_per_second": 0.176,
      "step": 57
    },
    {
      "epoch": 3.12,
      "learning_rate": 3.8011695906432746e-05,
      "loss": 0.1248,
      "step": 60
    },
    {
      "epoch": 3.64,
      "learning_rate": 3.508771929824561e-05,
      "loss": 0.1124,
      "step": 70
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9328358208955224,
      "eval_f1_score": 0.934236013338499,
      "eval_loss": 0.17926859855651855,
      "eval_precision": 0.9380812862955372,
      "eval_runtime": 143.4334,
      "eval_samples_per_second": 17.75,
      "eval_steps_per_second": 0.181,
      "step": 77
    },
    {
      "epoch": 4.16,
      "learning_rate": 3.216374269005848e-05,
      "loss": 0.0832,
      "step": 80
    },
    {
      "epoch": 4.68,
      "learning_rate": 2.9239766081871346e-05,
      "loss": 0.0711,
      "step": 90
    },
    {
      "epoch": 4.99,
      "eval_accuracy": 0.9497250589159466,
      "eval_f1_score": 0.9509017188515625,
      "eval_loss": 0.13851618766784668,
      "eval_precision": 0.9522273063860834,
      "eval_runtime": 148.4015,
      "eval_samples_per_second": 17.156,
      "eval_steps_per_second": 0.175,
      "step": 96
    },
    {
      "epoch": 5.19,
      "learning_rate": 2.6315789473684212e-05,
      "loss": 0.0612,
      "step": 100
    },
    {
      "epoch": 5.71,
      "learning_rate": 2.3391812865497074e-05,
      "loss": 0.0518,
      "step": 110
    },
    {
      "epoch": 5.97,
      "eval_accuracy": 0.9485467399842891,
      "eval_f1_score": 0.950064185369353,
      "eval_loss": 0.15061290562152863,
      "eval_precision": 0.95234085726758,
      "eval_runtime": 142.4306,
      "eval_samples_per_second": 17.875,
      "eval_steps_per_second": 0.183,
      "step": 115
    },
    {
      "epoch": 6.23,
      "learning_rate": 2.046783625730994e-05,
      "loss": 0.0456,
      "step": 120
    },
    {
      "epoch": 6.75,
      "learning_rate": 1.7543859649122806e-05,
      "loss": 0.0393,
      "step": 130
    },
    {
      "epoch": 6.96,
      "eval_accuracy": 0.9536527886881383,
      "eval_f1_score": 0.9549266168938111,
      "eval_loss": 0.14219628274440765,
      "eval_precision": 0.9563791141223957,
      "eval_runtime": 145.1506,
      "eval_samples_per_second": 17.54,
      "eval_steps_per_second": 0.179,
      "step": 134
    },
    {
      "epoch": 7.27,
      "learning_rate": 1.4619883040935673e-05,
      "loss": 0.0285,
      "step": 140
    },
    {
      "epoch": 7.79,
      "learning_rate": 1.1695906432748537e-05,
      "loss": 0.0361,
      "step": 150
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9481539670070699,
      "eval_f1_score": 0.9496892350749182,
      "eval_loss": 0.1544964462518692,
      "eval_precision": 0.9521837214200338,
      "eval_runtime": 143.4209,
      "eval_samples_per_second": 17.752,
      "eval_steps_per_second": 0.181,
      "step": 154
    },
    {
      "epoch": 8.31,
      "learning_rate": 8.771929824561403e-06,
      "loss": 0.025,
      "step": 160
    },
    {
      "epoch": 8.83,
      "learning_rate": 5.8479532163742686e-06,
      "loss": 0.025,
      "step": 170
    },
    {
      "epoch": 8.99,
      "eval_accuracy": 0.9501178318931658,
      "eval_f1_score": 0.9516150235142697,
      "eval_loss": 0.14823174476623535,
      "eval_precision": 0.9540548356482033,
      "eval_runtime": 148.466,
      "eval_samples_per_second": 17.149,
      "eval_steps_per_second": 0.175,
      "step": 173
    },
    {
      "epoch": 9.35,
      "learning_rate": 2.9239766081871343e-06,
      "loss": 0.0162,
      "step": 180
    },
    {
      "epoch": 9.87,
      "learning_rate": 0.0,
      "loss": 0.0204,
      "step": 190
    },
    {
      "epoch": 9.87,
      "eval_accuracy": 0.9512961508248232,
      "eval_f1_score": 0.952674470844708,
      "eval_loss": 0.1474471539258957,
      "eval_precision": 0.9549628106843154,
      "eval_runtime": 143.2338,
      "eval_samples_per_second": 17.775,
      "eval_steps_per_second": 0.182,
      "step": 190
    },
    {
      "epoch": 9.87,
      "step": 190,
      "total_flos": 5.909979961466413e+18,
      "train_loss": 0.19446192054372086,
      "train_runtime": 18924.5884,
      "train_samples_per_second": 4.035,
      "train_steps_per_second": 0.01
    }
  ],
  "max_steps": 190,
  "num_train_epochs": 10,
  "total_flos": 5.909979961466413e+18,
  "trial_name": null,
  "trial_params": null
}