{
  "best_metric": 0.8867365091915398,
  "best_model_checkpoint": "/home/shared/dt01/temutauro/ccasimiro/berta/src/finetuning/ner/roberta-base-ca-cased-ner/checkpoint-2656",
  "epoch": 9.998496240601504,
  "global_step": 3320,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9859966873884145,
      "eval_f1": 0.8615444617784711,
      "eval_loss": 0.04728459194302559,
      "eval_precision": 0.8486361890126777,
      "eval_recall": 0.8748514851485149,
      "eval_runtime": 10.4518,
      "eval_samples_per_second": 136.723,
      "step": 332
    },
    {
      "epoch": 1.51,
      "learning_rate": 4.2469879518072294e-05,
      "loss": 0.1234,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9875884617866592,
      "eval_f1": 0.8732558139534884,
      "eval_loss": 0.043166399002075195,
      "eval_precision": 0.8550284629981024,
      "eval_recall": 0.8922772277227723,
      "eval_runtime": 10.4813,
      "eval_samples_per_second": 136.338,
      "step": 664
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.988147733872529,
      "eval_f1": 0.8809570504020395,
      "eval_loss": 0.041024718433618546,
      "eval_precision": 0.8725718725718725,
      "eval_recall": 0.8895049504950495,
      "eval_runtime": 10.4962,
      "eval_samples_per_second": 136.145,
      "step": 996
    },
    {
      "epoch": 3.01,
      "learning_rate": 3.4939759036144585e-05,
      "loss": 0.025,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9883628385209404,
      "eval_f1": 0.8852136247292774,
      "eval_loss": 0.04351422190666199,
      "eval_precision": 0.880187940485513,
      "eval_recall": 0.8902970297029703,
      "eval_runtime": 10.4692,
      "eval_samples_per_second": 136.496,
      "step": 1328
    },
    {
      "epoch": 4.52,
      "learning_rate": 2.7409638554216873e-05,
      "loss": 0.0118,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9873733571382478,
      "eval_f1": 0.8842647641696393,
      "eval_loss": 0.05047034099698067,
      "eval_precision": 0.8849662832209441,
      "eval_recall": 0.8835643564356436,
      "eval_runtime": 10.5711,
      "eval_samples_per_second": 135.179,
      "step": 1660
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9880616920131644,
      "eval_f1": 0.8832807570977917,
      "eval_loss": 0.05266088992357254,
      "eval_precision": 0.8794660384766392,
      "eval_recall": 0.8871287128712871,
      "eval_runtime": 10.4803,
      "eval_samples_per_second": 136.351,
      "step": 1992
    },
    {
      "epoch": 6.02,
      "learning_rate": 1.9879518072289157e-05,
      "loss": 0.0073,
      "step": 2000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9878896082944353,
      "eval_f1": 0.8827694728560189,
      "eval_loss": 0.054938483983278275,
      "eval_precision": 0.876905041031653,
      "eval_recall": 0.8887128712871287,
      "eval_runtime": 10.3993,
      "eval_samples_per_second": 137.414,
      "step": 2324
    },
    {
      "epoch": 7.53,
      "learning_rate": 1.2349397590361447e-05,
      "loss": 0.0045,
      "step": 2500
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9880401815483233,
      "eval_f1": 0.8867365091915398,
      "eval_loss": 0.057308126240968704,
      "eval_precision": 0.8851617995264404,
      "eval_recall": 0.8883168316831683,
      "eval_runtime": 10.4397,
      "eval_samples_per_second": 136.881,
      "step": 2656
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9883843489857815,
      "eval_f1": 0.8863502068150484,
      "eval_loss": 0.05588913336396217,
      "eval_precision": 0.8816614420062696,
      "eval_recall": 0.8910891089108911,
      "eval_runtime": 10.5436,
      "eval_samples_per_second": 135.533,
      "step": 2988
    },
    {
      "epoch": 9.04,
      "learning_rate": 4.819277108433735e-06,
      "loss": 0.003,
      "step": 3000
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9883413280560993,
      "eval_f1": 0.8860410094637224,
      "eval_loss": 0.05681716278195381,
      "eval_precision": 0.8822143698468787,
      "eval_recall": 0.8899009900990099,
      "eval_runtime": 10.4599,
      "eval_samples_per_second": 136.617,
      "step": 3320
    },
    {
      "epoch": 10.0,
      "step": 3320,
      "total_flos": 0,
      "train_runtime": 3184.2872,
      "train_samples_per_second": 1.043
    }
  ],
  "max_steps": 3320,
  "num_train_epochs": 10,
  "total_flos": 0,
  "trial_name": null,
  "trial_params": null
}