{
  "best_metric": 0.09489229321479797,
  "best_model_checkpoint": "/vit-base-patch32-224-in21k/checkpoint-273",
  "epoch": 40.0,
  "global_step": 280,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.45760300755500793,
      "eval_runtime": 9.802,
      "eval_samples_per_second": 8.06,
      "eval_steps_per_second": 0.102,
      "step": 7
    },
    {
      "epoch": 1.43,
      "learning_rate": 1.928571428571429e-05,
      "loss": 0.5021,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.39525437355041504,
      "eval_runtime": 9.734,
      "eval_samples_per_second": 8.116,
      "eval_steps_per_second": 0.103,
      "step": 14
    },
    {
      "epoch": 2.86,
      "learning_rate": 1.8571428571428575e-05,
      "loss": 0.3595,
      "step": 20
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.38087165355682373,
      "eval_runtime": 9.8033,
      "eval_samples_per_second": 8.059,
      "eval_steps_per_second": 0.102,
      "step": 21
    },
    {
      "epoch": 4.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.32862257957458496,
      "eval_runtime": 9.7791,
      "eval_samples_per_second": 8.078,
      "eval_steps_per_second": 0.102,
      "step": 28
    },
    {
      "epoch": 4.29,
      "learning_rate": 1.785714285714286e-05,
      "loss": 0.3009,
      "step": 30
    },
    {
      "epoch": 5.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.29453742504119873,
      "eval_runtime": 9.9491,
      "eval_samples_per_second": 7.94,
      "eval_steps_per_second": 0.101,
      "step": 35
    },
    {
      "epoch": 5.71,
      "learning_rate": 1.7142857142857142e-05,
      "loss": 0.2843,
      "step": 40
    },
    {
      "epoch": 6.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.35278087854385376,
      "eval_runtime": 9.8405,
      "eval_samples_per_second": 8.028,
      "eval_steps_per_second": 0.102,
      "step": 42
    },
    {
      "epoch": 7.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.23452825844287872,
      "eval_runtime": 9.7839,
      "eval_samples_per_second": 8.074,
      "eval_steps_per_second": 0.102,
      "step": 49
    },
    {
      "epoch": 7.14,
      "learning_rate": 1.642857142857143e-05,
      "loss": 0.266,
      "step": 50
    },
    {
      "epoch": 8.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.24986670911312103,
      "eval_runtime": 9.8907,
      "eval_samples_per_second": 7.987,
      "eval_steps_per_second": 0.101,
      "step": 56
    },
    {
      "epoch": 8.57,
      "learning_rate": 1.5714285714285715e-05,
      "loss": 0.222,
      "step": 60
    },
    {
      "epoch": 9.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.25441065430641174,
      "eval_runtime": 9.8794,
      "eval_samples_per_second": 7.996,
      "eval_steps_per_second": 0.101,
      "step": 63
    },
    {
      "epoch": 10.0,
      "learning_rate": 1.5000000000000002e-05,
      "loss": 0.2018,
      "step": 70
    },
    {
      "epoch": 10.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.19540712237358093,
      "eval_runtime": 10.3358,
      "eval_samples_per_second": 7.643,
      "eval_steps_per_second": 0.097,
      "step": 70
    },
    {
      "epoch": 11.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.23508581519126892,
      "eval_runtime": 9.7761,
      "eval_samples_per_second": 8.081,
      "eval_steps_per_second": 0.102,
      "step": 77
    },
    {
      "epoch": 11.43,
      "learning_rate": 1.4285714285714287e-05,
      "loss": 0.1948,
      "step": 80
    },
    {
      "epoch": 12.0,
      "eval_f1": 0.8607594936708861,
      "eval_loss": 0.17053687572479248,
      "eval_runtime": 9.7433,
      "eval_samples_per_second": 8.108,
      "eval_steps_per_second": 0.103,
      "step": 84
    },
    {
      "epoch": 12.86,
      "learning_rate": 1.3571428571428574e-05,
      "loss": 0.2053,
      "step": 90
    },
    {
      "epoch": 13.0,
      "eval_f1": 0.8734177215189873,
      "eval_loss": 0.16247014701366425,
      "eval_runtime": 9.7199,
      "eval_samples_per_second": 8.128,
      "eval_steps_per_second": 0.103,
      "step": 91
    },
    {
      "epoch": 14.0,
      "eval_f1": 0.9367088607594937,
      "eval_loss": 0.17189449071884155,
      "eval_runtime": 9.7734,
      "eval_samples_per_second": 8.083,
      "eval_steps_per_second": 0.102,
      "step": 98
    },
    {
      "epoch": 14.29,
      "learning_rate": 1.2857142857142859e-05,
      "loss": 0.1729,
      "step": 100
    },
    {
      "epoch": 15.0,
      "eval_f1": 0.9367088607594937,
      "eval_loss": 0.1488722860813141,
      "eval_runtime": 9.7192,
      "eval_samples_per_second": 8.128,
      "eval_steps_per_second": 0.103,
      "step": 105
    },
    {
      "epoch": 15.71,
      "learning_rate": 1.2142857142857142e-05,
      "loss": 0.1535,
      "step": 110
    },
    {
      "epoch": 16.0,
      "eval_f1": 0.9493670886075949,
      "eval_loss": 0.14498455822467804,
      "eval_runtime": 9.7322,
      "eval_samples_per_second": 8.117,
      "eval_steps_per_second": 0.103,
      "step": 112
    },
    {
      "epoch": 17.0,
      "eval_f1": 0.9493670886075949,
      "eval_loss": 0.1749649941921234,
      "eval_runtime": 9.718,
      "eval_samples_per_second": 8.129,
      "eval_steps_per_second": 0.103,
      "step": 119
    },
    {
      "epoch": 17.14,
      "learning_rate": 1.1428571428571429e-05,
      "loss": 0.1492,
      "step": 120
    },
    {
      "epoch": 18.0,
      "eval_f1": 0.9493670886075949,
      "eval_loss": 0.15143541991710663,
      "eval_runtime": 9.7273,
      "eval_samples_per_second": 8.121,
      "eval_steps_per_second": 0.103,
      "step": 126
    },
    {
      "epoch": 18.57,
      "learning_rate": 1.0714285714285714e-05,
      "loss": 0.1349,
      "step": 130
    },
    {
      "epoch": 19.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.1304464191198349,
      "eval_runtime": 9.7442,
      "eval_samples_per_second": 8.107,
      "eval_steps_per_second": 0.103,
      "step": 133
    },
    {
      "epoch": 20.0,
      "learning_rate": 1e-05,
      "loss": 0.1538,
      "step": 140
    },
    {
      "epoch": 20.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.12909165024757385,
      "eval_runtime": 9.7157,
      "eval_samples_per_second": 8.131,
      "eval_steps_per_second": 0.103,
      "step": 140
    },
    {
      "epoch": 21.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.13061794638633728,
      "eval_runtime": 9.7515,
      "eval_samples_per_second": 8.101,
      "eval_steps_per_second": 0.103,
      "step": 147
    },
    {
      "epoch": 21.43,
      "learning_rate": 9.285714285714288e-06,
      "loss": 0.1357,
      "step": 150
    },
    {
      "epoch": 22.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.12830054759979248,
      "eval_runtime": 9.7367,
      "eval_samples_per_second": 8.114,
      "eval_steps_per_second": 0.103,
      "step": 154
    },
    {
      "epoch": 22.86,
      "learning_rate": 8.571428571428571e-06,
      "loss": 0.147,
      "step": 160
    },
    {
      "epoch": 23.0,
      "eval_f1": 0.9493670886075949,
      "eval_loss": 0.12891362607479095,
      "eval_runtime": 9.7565,
      "eval_samples_per_second": 8.097,
      "eval_steps_per_second": 0.102,
      "step": 161
    },
    {
      "epoch": 24.0,
      "eval_f1": 0.9746835443037974,
      "eval_loss": 0.1338558942079544,
      "eval_runtime": 9.7379,
      "eval_samples_per_second": 8.113,
      "eval_steps_per_second": 0.103,
      "step": 168
    },
    {
      "epoch": 24.29,
      "learning_rate": 7.857142857142858e-06,
      "loss": 0.1388,
      "step": 170
    },
    {
      "epoch": 25.0,
      "eval_f1": 0.9493670886075949,
      "eval_loss": 0.12436553090810776,
      "eval_runtime": 9.7614,
      "eval_samples_per_second": 8.093,
      "eval_steps_per_second": 0.102,
      "step": 175
    },
    {
      "epoch": 25.71,
      "learning_rate": 7.1428571428571436e-06,
      "loss": 0.1192,
      "step": 180
    },
    {
      "epoch": 26.0,
      "eval_f1": 0.9746835443037974,
      "eval_loss": 0.11165592074394226,
      "eval_runtime": 9.7177,
      "eval_samples_per_second": 8.129,
      "eval_steps_per_second": 0.103,
      "step": 182
    },
    {
      "epoch": 27.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.11046960204839706,
      "eval_runtime": 9.7417,
      "eval_samples_per_second": 8.109,
      "eval_steps_per_second": 0.103,
      "step": 189
    },
    {
      "epoch": 27.14,
      "learning_rate": 6.4285714285714295e-06,
      "loss": 0.112,
      "step": 190
    },
    {
      "epoch": 28.0,
      "eval_f1": 0.9746835443037974,
      "eval_loss": 0.1078834980726242,
      "eval_runtime": 9.7562,
      "eval_samples_per_second": 8.097,
      "eval_steps_per_second": 0.102,
      "step": 196
    },
    {
      "epoch": 28.57,
      "learning_rate": 5.7142857142857145e-06,
      "loss": 0.1215,
      "step": 200
    },
    {
      "epoch": 29.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.11511888355016708,
      "eval_runtime": 9.7361,
      "eval_samples_per_second": 8.114,
      "eval_steps_per_second": 0.103,
      "step": 203
    },
    {
      "epoch": 30.0,
      "learning_rate": 5e-06,
      "loss": 0.1139,
      "step": 210
    },
    {
      "epoch": 30.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.10075395554304123,
      "eval_runtime": 9.7351,
      "eval_samples_per_second": 8.115,
      "eval_steps_per_second": 0.103,
      "step": 210
    },
    {
      "epoch": 31.0,
      "eval_f1": 0.9746835443037974,
      "eval_loss": 0.10330603271722794,
      "eval_runtime": 9.7699,
      "eval_samples_per_second": 8.086,
      "eval_steps_per_second": 0.102,
      "step": 217
    },
    {
      "epoch": 31.43,
      "learning_rate": 4.2857142857142855e-06,
      "loss": 0.1164,
      "step": 220
    },
    {
      "epoch": 32.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.0984945222735405,
      "eval_runtime": 9.7232,
      "eval_samples_per_second": 8.125,
      "eval_steps_per_second": 0.103,
      "step": 224
    },
    {
      "epoch": 32.86,
      "learning_rate": 3.5714285714285718e-06,
      "loss": 0.1192,
      "step": 230
    },
    {
      "epoch": 33.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.09554588049650192,
      "eval_runtime": 9.7164,
      "eval_samples_per_second": 8.131,
      "eval_steps_per_second": 0.103,
      "step": 231
    },
    {
      "epoch": 34.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.10772588849067688,
      "eval_runtime": 9.7297,
      "eval_samples_per_second": 8.119,
      "eval_steps_per_second": 0.103,
      "step": 238
    },
    {
      "epoch": 34.29,
      "learning_rate": 2.8571428571428573e-06,
      "loss": 0.1132,
      "step": 240
    },
    {
      "epoch": 35.0,
      "eval_f1": 0.9620253164556962,
      "eval_loss": 0.11074268072843552,
      "eval_runtime": 9.7358,
      "eval_samples_per_second": 8.114,
      "eval_steps_per_second": 0.103,
      "step": 245
    },
    {
      "epoch": 35.71,
      "learning_rate": 2.1428571428571427e-06,
      "loss": 0.1021,
      "step": 250
    },
    {
      "epoch": 36.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.09575933963060379,
      "eval_runtime": 9.7306,
      "eval_samples_per_second": 8.119,
      "eval_steps_per_second": 0.103,
      "step": 252
    },
    {
      "epoch": 37.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.09573517739772797,
      "eval_runtime": 9.7256,
      "eval_samples_per_second": 8.123,
      "eval_steps_per_second": 0.103,
      "step": 259
    },
    {
      "epoch": 37.14,
      "learning_rate": 1.4285714285714286e-06,
      "loss": 0.0945,
      "step": 260
    },
    {
      "epoch": 38.0,
      "eval_f1": 0.9746835443037974,
      "eval_loss": 0.09509044885635376,
      "eval_runtime": 9.7255,
      "eval_samples_per_second": 8.123,
      "eval_steps_per_second": 0.103,
      "step": 266
    },
    {
      "epoch": 38.57,
      "learning_rate": 7.142857142857143e-07,
      "loss": 0.1244,
      "step": 270
    },
    {
      "epoch": 39.0,
      "eval_f1": 0.9746835443037974,
      "eval_loss": 0.09489229321479797,
      "eval_runtime": 9.7321,
      "eval_samples_per_second": 8.117,
      "eval_steps_per_second": 0.103,
      "step": 273
    },
    {
      "epoch": 40.0,
      "learning_rate": 0.0,
      "loss": 0.1012,
      "step": 280
    },
    {
      "epoch": 40.0,
      "eval_f1": 0.9873417721518988,
      "eval_loss": 0.09554900228977203,
      "eval_runtime": 9.7342,
      "eval_samples_per_second": 8.116,
      "eval_steps_per_second": 0.103,
      "step": 280
    },
    {
      "epoch": 40.0,
      "step": 280,
      "total_flos": 1.4091487038849024e+18,
      "train_loss": 0.17715629466942379,
      "train_runtime": 2286.0002,
      "train_samples_per_second": 7.804,
      "train_steps_per_second": 0.122
    }
  ],
  "max_steps": 280,
  "num_train_epochs": 40,
  "total_flos": 1.4091487038849024e+18,
  "trial_name": null,
  "trial_params": null
}