{
  "best_metric": 0.25741004943847656,
  "best_model_checkpoint": "bert_uncased_L-4_H-512_A-8_qqp/checkpoint-4266",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 11376,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 3.9684581756591797,
      "learning_rate": 4.9e-05,
      "loss": 0.3551,
      "step": 1422
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.86928023744744,
      "eval_combined_score": 0.8435916399310384,
      "eval_f1": 0.8179030424146366,
      "eval_loss": 0.2993009090423584,
      "eval_runtime": 16.3511,
      "eval_samples_per_second": 2472.617,
      "eval_steps_per_second": 9.663,
      "step": 1422
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.823949813842773,
      "learning_rate": 4.8e-05,
      "loss": 0.2662,
      "step": 2844
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8841701706653475,
      "eval_combined_score": 0.8667011633726596,
      "eval_f1": 0.8492321560799717,
      "eval_loss": 0.2662528157234192,
      "eval_runtime": 16.3577,
      "eval_samples_per_second": 2471.626,
      "eval_steps_per_second": 9.659,
      "step": 2844
    },
    {
      "epoch": 3.0,
      "grad_norm": 3.9237613677978516,
      "learning_rate": 4.7e-05,
      "loss": 0.217,
      "step": 4266
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8914172644076181,
      "eval_combined_score": 0.8726734289030837,
      "eval_f1": 0.8539295933985492,
      "eval_loss": 0.25741004943847656,
      "eval_runtime": 15.9668,
      "eval_samples_per_second": 2532.133,
      "eval_steps_per_second": 9.896,
      "step": 4266
    },
    {
      "epoch": 4.0,
      "grad_norm": 4.0418925285339355,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.179,
      "step": 5688
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8936928023744743,
      "eval_combined_score": 0.8743674804452473,
      "eval_f1": 0.8550421585160203,
      "eval_loss": 0.26455405354499817,
      "eval_runtime": 16.0198,
      "eval_samples_per_second": 2523.748,
      "eval_steps_per_second": 9.863,
      "step": 5688
    },
    {
      "epoch": 5.0,
      "grad_norm": 3.7040185928344727,
      "learning_rate": 4.5e-05,
      "loss": 0.1487,
      "step": 7110
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8937917388078159,
      "eval_combined_score": 0.8760050287514614,
      "eval_f1": 0.8582183186951067,
      "eval_loss": 0.291958212852478,
      "eval_runtime": 16.0229,
      "eval_samples_per_second": 2523.268,
      "eval_steps_per_second": 9.861,
      "step": 7110
    },
    {
      "epoch": 6.0,
      "grad_norm": 4.520602226257324,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.1228,
      "step": 8532
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8936433341578036,
      "eval_combined_score": 0.8761816355373063,
      "eval_f1": 0.858719936916809,
      "eval_loss": 0.29707542061805725,
      "eval_runtime": 16.029,
      "eval_samples_per_second": 2522.304,
      "eval_steps_per_second": 9.857,
      "step": 8532
    },
    {
      "epoch": 7.0,
      "grad_norm": 3.891303062438965,
      "learning_rate": 4.3e-05,
      "loss": 0.1042,
      "step": 9954
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8915904031659658,
      "eval_combined_score": 0.8746264294594484,
      "eval_f1": 0.8576624557529309,
      "eval_loss": 0.3390096127986908,
      "eval_runtime": 16.0668,
      "eval_samples_per_second": 2516.367,
      "eval_steps_per_second": 9.834,
      "step": 9954
    },
    {
      "epoch": 8.0,
      "grad_norm": 5.342499256134033,
      "learning_rate": 4.2e-05,
      "loss": 0.0882,
      "step": 11376
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8930744496660895,
      "eval_combined_score": 0.8767506365141864,
      "eval_f1": 0.8604268233622833,
      "eval_loss": 0.3567749857902527,
      "eval_runtime": 16.0666,
      "eval_samples_per_second": 2516.407,
      "eval_steps_per_second": 9.834,
      "step": 11376
    },
    {
      "epoch": 8.0,
      "step": 11376,
      "total_flos": 5.755995899574682e+16,
      "train_loss": 0.18514271359235762,
      "train_runtime": 1915.5632,
      "train_samples_per_second": 9497.103,
      "train_steps_per_second": 37.117
    }
  ],
  "logging_steps": 1,
  "max_steps": 71100,
  "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": 5.755995899574682e+16,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}