{
  "best_global_step": 60,
  "best_metric": 0.5924485325813293,
  "best_model_checkpoint": "tiny_bert_km_100_v2_mrpc/checkpoint-60",
  "epoch": 9.0,
  "eval_steps": 500,
  "global_step": 135,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.7998549938201904,
      "learning_rate": 4.9e-05,
      "loss": 0.6358,
      "step": 15
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7058823529411765,
      "eval_combined_score": 0.7631208171891511,
      "eval_f1": 0.8203592814371258,
      "eval_loss": 0.6057416200637817,
      "eval_runtime": 0.145,
      "eval_samples_per_second": 2814.34,
      "eval_steps_per_second": 13.796,
      "step": 15
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.222335696220398,
      "learning_rate": 4.8e-05,
      "loss": 0.5975,
      "step": 30
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7083333333333334,
      "eval_combined_score": 0.7657565626547795,
      "eval_f1": 0.8231797919762258,
      "eval_loss": 0.5953512787818909,
      "eval_runtime": 0.1347,
      "eval_samples_per_second": 3029.043,
      "eval_steps_per_second": 14.848,
      "step": 30
    },
    {
      "epoch": 3.0,
      "grad_norm": 1.0654611587524414,
      "learning_rate": 4.7e-05,
      "loss": 0.5692,
      "step": 45
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7083333333333334,
      "eval_combined_score": 0.7649612693653174,
      "eval_f1": 0.8215892053973014,
      "eval_loss": 0.5976826548576355,
      "eval_runtime": 0.1453,
      "eval_samples_per_second": 2808.202,
      "eval_steps_per_second": 13.766,
      "step": 45
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.4689693450927734,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.5442,
      "step": 60
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6985294117647058,
      "eval_combined_score": 0.7521083077780875,
      "eval_f1": 0.8056872037914692,
      "eval_loss": 0.5924485325813293,
      "eval_runtime": 0.1383,
      "eval_samples_per_second": 2949.896,
      "eval_steps_per_second": 14.46,
      "step": 60
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.3699629306793213,
      "learning_rate": 4.5e-05,
      "loss": 0.4983,
      "step": 75
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.6985294117647058,
      "eval_combined_score": 0.7499109094364724,
      "eval_f1": 0.8012924071082391,
      "eval_loss": 0.6211437582969666,
      "eval_runtime": 0.1558,
      "eval_samples_per_second": 2618.223,
      "eval_steps_per_second": 12.834,
      "step": 75
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.584648847579956,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.4324,
      "step": 90
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6862745098039216,
      "eval_combined_score": 0.7342937174869948,
      "eval_f1": 0.782312925170068,
      "eval_loss": 0.6470237970352173,
      "eval_runtime": 0.1673,
      "eval_samples_per_second": 2438.639,
      "eval_steps_per_second": 11.954,
      "step": 90
    },
    {
      "epoch": 7.0,
      "grad_norm": 2.687011241912842,
      "learning_rate": 4.3e-05,
      "loss": 0.3495,
      "step": 105
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.678921568627451,
      "eval_combined_score": 0.7286316810988355,
      "eval_f1": 0.7783417935702199,
      "eval_loss": 0.7373393177986145,
      "eval_runtime": 0.1321,
      "eval_samples_per_second": 3089.682,
      "eval_steps_per_second": 15.146,
      "step": 105
    },
    {
      "epoch": 8.0,
      "grad_norm": 1.913145661354065,
      "learning_rate": 4.2e-05,
      "loss": 0.2481,
      "step": 120
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.678921568627451,
      "eval_combined_score": 0.7308372353916691,
      "eval_f1": 0.7827529021558872,
      "eval_loss": 0.8263801336288452,
      "eval_runtime": 0.1498,
      "eval_samples_per_second": 2723.288,
      "eval_steps_per_second": 13.349,
      "step": 120
    },
    {
      "epoch": 9.0,
      "grad_norm": 2.4080166816711426,
      "learning_rate": 4.1e-05,
      "loss": 0.1813,
      "step": 135
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.6495098039215687,
      "eval_combined_score": 0.6986526091918248,
      "eval_f1": 0.7477954144620811,
      "eval_loss": 0.9050607681274414,
      "eval_runtime": 0.1354,
      "eval_samples_per_second": 3012.778,
      "eval_steps_per_second": 14.769,
      "step": 135
    },
    {
      "epoch": 9.0,
      "step": 135,
      "total_flos": 865692760633344.0,
      "train_loss": 0.4507062558774595,
      "train_runtime": 24.7934,
      "train_samples_per_second": 7397.122,
      "train_steps_per_second": 30.25
    }
  ],
  "logging_steps": 1,
  "max_steps": 750,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 5
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 865692760633344.0,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}