{
  "best_metric": 0.2353149950504303,
  "best_model_checkpoint": "C:/Users/avanjavakam/OneDrive - Moulton Niguel Water/Documents/R_Home/distilbert_ner\\checkpoint-660",
  "epoch": 3.6956521739130435,
  "global_step": 1020,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.22,
      "eval_accuracy": 0.910820401008935,
      "eval_f1": 0.008086253369272238,
      "eval_loss": 1.8291836977005005,
      "eval_precision": 0.014814814814814815,
      "eval_recall": 0.005560704355885079,
      "eval_runtime": 101.8258,
      "eval_samples_per_second": 12.639,
      "eval_steps_per_second": 0.206,
      "step": 60
    },
    {
      "epoch": 0.43,
      "eval_accuracy": 0.9256124150314223,
      "eval_f1": 0.0,
      "eval_loss": 0.458038866519928,
      "eval_precision": 0.0,
      "eval_recall": 0.0,
      "eval_runtime": 111.7945,
      "eval_samples_per_second": 11.512,
      "eval_steps_per_second": 0.188,
      "step": 120
    },
    {
      "epoch": 0.65,
      "eval_accuracy": 0.9256124150314223,
      "eval_f1": 0.0,
      "eval_loss": 0.3688420057296753,
      "eval_precision": 0.0,
      "eval_recall": 0.0,
      "eval_runtime": 108.5973,
      "eval_samples_per_second": 11.851,
      "eval_steps_per_second": 0.193,
      "step": 180
    },
    {
      "epoch": 0.87,
      "eval_accuracy": 0.9325809071865248,
      "eval_f1": 0.18012866333095068,
      "eval_loss": 0.31115037202835083,
      "eval_precision": 0.39375,
      "eval_recall": 0.11677479147358666,
      "eval_runtime": 105.4344,
      "eval_samples_per_second": 12.207,
      "eval_steps_per_second": 0.199,
      "step": 240
    },
    {
      "epoch": 1.09,
      "eval_accuracy": 0.9368133042623231,
      "eval_f1": 0.29143214509068166,
      "eval_loss": 0.2867625951766968,
      "eval_precision": 0.4480769230769231,
      "eval_recall": 0.2159406858202039,
      "eval_runtime": 107.3207,
      "eval_samples_per_second": 11.992,
      "eval_steps_per_second": 0.196,
      "step": 300
    },
    {
      "epoch": 1.3,
      "eval_accuracy": 0.9385661151725022,
      "eval_f1": 0.35040431266846367,
      "eval_loss": 0.2620603144168854,
      "eval_precision": 0.41881443298969073,
      "eval_recall": 0.30120481927710846,
      "eval_runtime": 108.3989,
      "eval_samples_per_second": 11.873,
      "eval_steps_per_second": 0.194,
      "step": 360
    },
    {
      "epoch": 1.52,
      "eval_accuracy": 0.9431832756188278,
      "eval_f1": 0.4271523178807947,
      "eval_loss": 0.2517760097980499,
      "eval_precision": 0.5279672578444747,
      "eval_recall": 0.3586654309545876,
      "eval_runtime": 122.2843,
      "eval_samples_per_second": 10.525,
      "eval_steps_per_second": 0.172,
      "step": 420
    },
    {
      "epoch": 1.74,
      "eval_accuracy": 0.9421144884784747,
      "eval_f1": 0.43276036400404455,
      "eval_loss": 0.24010969698429108,
      "eval_precision": 0.4760845383759733,
      "eval_recall": 0.39666357738646896,
      "eval_runtime": 94.176,
      "eval_samples_per_second": 13.666,
      "eval_steps_per_second": 0.223,
      "step": 480
    },
    {
      "epoch": 1.81,
      "learning_rate": 2e-05,
      "loss": 0.5257,
      "step": 500
    },
    {
      "epoch": 1.96,
      "eval_accuracy": 0.9433542815612842,
      "eval_f1": 0.44863731656184486,
      "eval_loss": 0.24359002709388733,
      "eval_precision": 0.5162846803377563,
      "eval_recall": 0.39666357738646896,
      "eval_runtime": 82.8193,
      "eval_samples_per_second": 15.54,
      "eval_steps_per_second": 0.254,
      "step": 540
    },
    {
      "epoch": 2.17,
      "eval_accuracy": 0.9458766192125176,
      "eval_f1": 0.45366379310344823,
      "eval_loss": 0.2503388226032257,
      "eval_precision": 0.5418275418275418,
      "eval_recall": 0.3901760889712697,
      "eval_runtime": 83.163,
      "eval_samples_per_second": 15.476,
      "eval_steps_per_second": 0.253,
      "step": 600
    },
    {
      "epoch": 2.39,
      "eval_accuracy": 0.9451498439570775,
      "eval_f1": 0.45833333333333337,
      "eval_loss": 0.2353149950504303,
      "eval_precision": 0.46853823814133594,
      "eval_recall": 0.448563484708063,
      "eval_runtime": 82.081,
      "eval_samples_per_second": 15.68,
      "eval_steps_per_second": 0.256,
      "step": 660
    },
    {
      "epoch": 2.61,
      "eval_accuracy": 0.9475866786370827,
      "eval_f1": 0.4585847504114098,
      "eval_loss": 0.24050550162792206,
      "eval_precision": 0.5618279569892473,
      "eval_recall": 0.3873957367933272,
      "eval_runtime": 86.6375,
      "eval_samples_per_second": 14.855,
      "eval_steps_per_second": 0.242,
      "step": 720
    },
    {
      "epoch": 2.83,
      "eval_accuracy": 0.9481424479500663,
      "eval_f1": 0.46777777777777774,
      "eval_loss": 0.23974569141864777,
      "eval_precision": 0.5839112343966713,
      "eval_recall": 0.3901760889712697,
      "eval_runtime": 86.3845,
      "eval_samples_per_second": 14.899,
      "eval_steps_per_second": 0.243,
      "step": 780
    },
    {
      "epoch": 3.04,
      "eval_accuracy": 0.948398956863751,
      "eval_f1": 0.48290598290598286,
      "eval_loss": 0.245252326130867,
      "eval_precision": 0.5699873896595208,
      "eval_recall": 0.41890639481000924,
      "eval_runtime": 83.9294,
      "eval_samples_per_second": 15.334,
      "eval_steps_per_second": 0.25,
      "step": 840
    },
    {
      "epoch": 3.26,
      "eval_accuracy": 0.9486982172630499,
      "eval_f1": 0.4776902887139107,
      "eval_loss": 0.2514230012893677,
      "eval_precision": 0.5508474576271186,
      "eval_recall": 0.42168674698795183,
      "eval_runtime": 81.402,
      "eval_samples_per_second": 15.81,
      "eval_steps_per_second": 0.258,
      "step": 900
    },
    {
      "epoch": 3.48,
      "eval_accuracy": 0.9491257321191912,
      "eval_f1": 0.47783783783783784,
      "eval_loss": 0.26181262731552124,
      "eval_precision": 0.5732814526588845,
      "eval_recall": 0.40963855421686746,
      "eval_runtime": 85.1954,
      "eval_samples_per_second": 15.106,
      "eval_steps_per_second": 0.246,
      "step": 960
    },
    {
      "epoch": 3.62,
      "learning_rate": 8.636363636363637e-06,
      "loss": 0.0843,
      "step": 1000
    },
    {
      "epoch": 3.7,
      "eval_accuracy": 0.9493394895472618,
      "eval_f1": 0.48801742919389973,
      "eval_loss": 0.2565685510635376,
      "eval_precision": 0.5918097754293263,
      "eval_recall": 0.4151992585727525,
      "eval_runtime": 92.7674,
      "eval_samples_per_second": 13.873,
      "eval_steps_per_second": 0.226,
      "step": 1020
    }
  ],
  "max_steps": 1380,
  "num_train_epochs": 5,
  "total_flos": 216292519441470.0,
  "trial_name": null,
  "trial_params": null
}