{
  "best_global_step": 4266,
  "best_metric": 0.41152405738830566,
  "best_model_checkpoint": "tiny_bert_km_100_v2_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": 1.5886011123657227,
      "learning_rate": 4.9e-05,
      "loss": 0.5003,
      "step": 1422
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7805342567400445,
      "eval_combined_score": 0.7278828818197496,
      "eval_f1": 0.6752315068994547,
      "eval_loss": 0.4545815587043762,
      "eval_runtime": 11.6701,
      "eval_samples_per_second": 3464.394,
      "eval_steps_per_second": 13.539,
      "step": 1422
    },
    {
      "epoch": 2.0,
      "grad_norm": 2.2501890659332275,
      "learning_rate": 4.8e-05,
      "loss": 0.413,
      "step": 2844
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8009151620084096,
      "eval_combined_score": 0.7596275428616426,
      "eval_f1": 0.7183399237148756,
      "eval_loss": 0.4230986535549164,
      "eval_runtime": 11.4578,
      "eval_samples_per_second": 3528.59,
      "eval_steps_per_second": 13.79,
      "step": 2844
    },
    {
      "epoch": 3.0,
      "grad_norm": 3.183741807937622,
      "learning_rate": 4.7e-05,
      "loss": 0.3574,
      "step": 4266
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8119218402176601,
      "eval_combined_score": 0.7730424471679826,
      "eval_f1": 0.7341630541183052,
      "eval_loss": 0.41152405738830566,
      "eval_runtime": 11.4586,
      "eval_samples_per_second": 3528.351,
      "eval_steps_per_second": 13.789,
      "step": 4266
    },
    {
      "epoch": 4.0,
      "grad_norm": 3.2916994094848633,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.3115,
      "step": 5688
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.815730892901311,
      "eval_combined_score": 0.7747822024349356,
      "eval_f1": 0.7338335119685602,
      "eval_loss": 0.43493619561195374,
      "eval_runtime": 11.4616,
      "eval_samples_per_second": 3527.418,
      "eval_steps_per_second": 13.785,
      "step": 5688
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.382847785949707,
      "learning_rate": 4.5e-05,
      "loss": 0.2734,
      "step": 7110
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8201582982933465,
      "eval_combined_score": 0.7860133538356129,
      "eval_f1": 0.7518684093778794,
      "eval_loss": 0.4389333128929138,
      "eval_runtime": 11.436,
      "eval_samples_per_second": 3535.321,
      "eval_steps_per_second": 13.816,
      "step": 7110
    },
    {
      "epoch": 6.0,
      "grad_norm": 2.9211905002593994,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.2411,
      "step": 8532
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8221864951768488,
      "eval_combined_score": 0.7906220205883909,
      "eval_f1": 0.7590575459999329,
      "eval_loss": 0.4614395797252655,
      "eval_runtime": 11.4342,
      "eval_samples_per_second": 3535.872,
      "eval_steps_per_second": 13.818,
      "step": 8532
    },
    {
      "epoch": 7.0,
      "grad_norm": 3.270599126815796,
      "learning_rate": 4.3e-05,
      "loss": 0.2126,
      "step": 9954
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8209992579767499,
      "eval_combined_score": 0.7892971503415821,
      "eval_f1": 0.7575950427064143,
      "eval_loss": 0.4831831157207489,
      "eval_runtime": 11.4554,
      "eval_samples_per_second": 3529.348,
      "eval_steps_per_second": 13.793,
      "step": 9954
    },
    {
      "epoch": 8.0,
      "grad_norm": 2.8055524826049805,
      "learning_rate": 4.2e-05,
      "loss": 0.1876,
      "step": 11376
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8208508533267376,
      "eval_combined_score": 0.7897690881659508,
      "eval_f1": 0.7586873230051641,
      "eval_loss": 0.5212997198104858,
      "eval_runtime": 11.4485,
      "eval_samples_per_second": 3531.467,
      "eval_steps_per_second": 13.801,
      "step": 11376
    },
    {
      "epoch": 8.0,
      "step": 11376,
      "total_flos": 7.633075201391002e+16,
      "train_loss": 0.312113081855613,
      "train_runtime": 1604.4109,
      "train_samples_per_second": 11338.929,
      "train_steps_per_second": 44.315
    }
  ],
  "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": 7.633075201391002e+16,
  "train_batch_size": 256,
  "trial_name": null,
  "trial_params": null
}