{
  "best_metric": 0.7617828961399019,
  "best_model_checkpoint": "./output/neuralmind/bert-large-portuguese-cased-finetune-wiki_section_disease/seed42-seq512-lr5e-05-epoch5-bs4-ts1.0-tssp1.0-cl0.5-2024-07-14_00:16:54/checkpoint-10740",
  "epoch": 5.0,
  "global_step": 13425,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 4e-05,
      "loss": 0.9837,
      "step": 2685
    },
    {
      "epoch": 1.0,
      "eval_EOP_f1": 0.7398610799910375,
      "eval_EOP_number": 2446,
      "eval_EOP_precision": 0.8185423896876549,
      "eval_EOP_recall": 0.6749795584627964,
      "eval_da_EOP_f1": 0.7520470291832878,
      "eval_da_EOP_number": 2715,
      "eval_da_EOP_precision": 0.87451171875,
      "eval_da_EOP_recall": 0.6596685082872928,
      "eval_da_overall_accuracy": 0.9452632554690397,
      "eval_da_overall_f1": 0.7520470291832878,
      "eval_da_overall_precision": 0.87451171875,
      "eval_da_overall_recall": 0.6596685082872928,
      "eval_loss": NaN,
      "eval_overall_accuracy": 0.9437145488922286,
      "eval_overall_f1": 0.7398610799910375,
      "eval_overall_precision": 0.8185423896876549,
      "eval_overall_recall": 0.6749795584627964,
      "eval_runtime": 369.4165,
      "eval_samples_per_second": 4.125,
      "eval_steps_per_second": 1.031,
      "step": 2685
    },
    {
      "epoch": 2.0,
      "learning_rate": 3e-05,
      "loss": 0.6831,
      "step": 5370
    },
    {
      "epoch": 2.0,
      "eval_EOP_f1": 0.7486033519553074,
      "eval_EOP_number": 2446,
      "eval_EOP_precision": 0.7889492753623188,
      "eval_EOP_recall": 0.7121831561733443,
      "eval_da_EOP_f1": 0.775566502463054,
      "eval_da_EOP_number": 2715,
      "eval_da_EOP_precision": 0.8338983050847457,
      "eval_da_EOP_recall": 0.7248618784530386,
      "eval_da_overall_accuracy": 0.9472098628105302,
      "eval_da_overall_f1": 0.775566502463054,
      "eval_da_overall_precision": 0.8338983050847457,
      "eval_da_overall_recall": 0.7248618784530386,
      "eval_loss": NaN,
      "eval_overall_accuracy": 0.9432782275658118,
      "eval_overall_f1": 0.7486033519553074,
      "eval_overall_precision": 0.7889492753623188,
      "eval_overall_recall": 0.7121831561733443,
      "eval_runtime": 368.9458,
      "eval_samples_per_second": 4.131,
      "eval_steps_per_second": 1.033,
      "step": 5370
    },
    {
      "epoch": 3.0,
      "learning_rate": 2e-05,
      "loss": 0.5066,
      "step": 8055
    },
    {
      "epoch": 3.0,
      "eval_EOP_f1": 0.7590260285474391,
      "eval_EOP_number": 2446,
      "eval_EOP_precision": 0.7799827437446074,
      "eval_EOP_recall": 0.7391659852820932,
      "eval_da_EOP_f1": 0.7927998434748582,
      "eval_da_EOP_number": 2715,
      "eval_da_EOP_precision": 0.845575959933222,
      "eval_da_EOP_recall": 0.7462246777163904,
      "eval_da_overall_accuracy": 0.9509176863181312,
      "eval_da_overall_f1": 0.7927998434748582,
      "eval_da_overall_precision": 0.845575959933222,
      "eval_da_overall_recall": 0.7462246777163904,
      "eval_loss": NaN,
      "eval_overall_accuracy": 0.944344790808164,
      "eval_overall_f1": 0.7590260285474391,
      "eval_overall_precision": 0.7799827437446074,
      "eval_overall_recall": 0.7391659852820932,
      "eval_runtime": 369.3175,
      "eval_samples_per_second": 4.127,
      "eval_steps_per_second": 1.032,
      "step": 8055
    },
    {
      "epoch": 4.0,
      "learning_rate": 1e-05,
      "loss": 0.3684,
      "step": 10740
    },
    {
      "epoch": 4.0,
      "eval_EOP_f1": 0.7617828961399019,
      "eval_EOP_number": 2446,
      "eval_EOP_precision": 0.7962550156041016,
      "eval_EOP_recall": 0.7301717089125103,
      "eval_da_EOP_f1": 0.7858523386161578,
      "eval_da_EOP_number": 2715,
      "eval_da_EOP_precision": 0.826758845058967,
      "eval_da_EOP_recall": 0.7488029465930018,
      "eval_da_overall_accuracy": 0.9486466444197256,
      "eval_da_overall_f1": 0.7858523386161578,
      "eval_da_overall_precision": 0.826758845058967,
      "eval_da_overall_recall": 0.7488029465930018,
      "eval_loss": NaN,
      "eval_overall_accuracy": 0.9458476753769332,
      "eval_overall_f1": 0.7617828961399019,
      "eval_overall_precision": 0.7962550156041016,
      "eval_overall_recall": 0.7301717089125103,
      "eval_runtime": 369.7052,
      "eval_samples_per_second": 4.122,
      "eval_steps_per_second": 1.031,
      "step": 10740
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0,
      "loss": 0.2543,
      "step": 13425
    },
    {
      "epoch": 5.0,
      "eval_EOP_f1": 0.7591393357008565,
      "eval_EOP_number": 2446,
      "eval_EOP_precision": 0.7761640324647586,
      "eval_EOP_recall": 0.7428454619787408,
      "eval_da_EOP_f1": 0.7873163186388245,
      "eval_da_EOP_number": 2715,
      "eval_da_EOP_precision": 0.8286528286528286,
      "eval_da_EOP_recall": 0.7499079189686925,
      "eval_da_overall_accuracy": 0.9490174267704857,
      "eval_da_overall_f1": 0.7873163186388245,
      "eval_da_overall_precision": 0.8286528286528286,
      "eval_da_overall_recall": 0.7499079189686925,
      "eval_loss": NaN,
      "eval_overall_accuracy": 0.9441023900712658,
      "eval_overall_f1": 0.7591393357008565,
      "eval_overall_precision": 0.7761640324647586,
      "eval_overall_recall": 0.7428454619787408,
      "eval_runtime": 370.5788,
      "eval_samples_per_second": 4.112,
      "eval_steps_per_second": 1.028,
      "step": 13425
    },
    {
      "epoch": 5.0,
      "step": 13425,
      "total_flos": 1.000904429647872e+17,
      "train_loss": 0.5592155038844274,
      "train_runtime": 39662.9553,
      "train_samples_per_second": 1.354,
      "train_steps_per_second": 0.338
    }
  ],
  "max_steps": 13425,
  "num_train_epochs": 5,
  "total_flos": 1.000904429647872e+17,
  "trial_name": null,
  "trial_params": null
}